{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Importing PulP solver\n",
    "from pulp import *"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Demand points\n",
    "demand_points=['Port of Newcastle','Port of Hedland','Port of Vienna','Port of Mina','Port of Antwerp','Port of Santos','Port of Montreal','Port of Vancouver','Port of Shanghai','Port of Hamburg_Czeck','Port of Alexandria','Port of Marseille','Port of Hamburg_Germany','Port of Budapest','Port of Jawaharlal Nehru','Port of Tanjung Priok','Port of Bandar Abbas','Port of Umm Qasr','Port of Haifa','Port of Gioia Tauro','Port of Nagoya','Port of Aqaba','Port of Busan','Port of Shuwaikh','Port of Beirut','Port of Manzanillo','Port of Rotterdam','Port of Salalah','Port of Gaza','Port of Gdansk','Port of Doha','Port of King Abdul Aziz','Port of Jeddah','Port of Bratislava','Port of Durban','Port of Algeciras','Port of Gothenburg','Port of Latakia','Port of Kaohsiung','Port of Bangkok','Port of Mersin','Port of Jebel Ali','Port of Immingham','Port of New York','Port of Los Angeles','Port of Hodeidah']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Port of Newcastle',\n",
       " 'Port of Hedland',\n",
       " 'Port of Vienna',\n",
       " 'Port of Mina',\n",
       " 'Port of Antwerp',\n",
       " 'Port of Santos',\n",
       " 'Port of Montreal',\n",
       " 'Port of Vancouver',\n",
       " 'Port of Shanghai',\n",
       " 'Port of Hamburg_Czeck',\n",
       " 'Port of Alexandria',\n",
       " 'Port of Marseille',\n",
       " 'Port of Hamburg_Germany',\n",
       " 'Port of Budapest',\n",
       " 'Port of Jawaharlal Nehru',\n",
       " 'Port of Tanjung Priok',\n",
       " 'Port of Bandar Abbas',\n",
       " 'Port of Umm Qasr',\n",
       " 'Port of Haifa',\n",
       " 'Port of Gioia Tauro',\n",
       " 'Port of Nagoya',\n",
       " 'Port of Aqaba',\n",
       " 'Port of Busan',\n",
       " 'Port of Shuwaikh',\n",
       " 'Port of Beirut',\n",
       " 'Port of Manzanillo',\n",
       " 'Port of Rotterdam',\n",
       " 'Port of Salalah',\n",
       " 'Port of Gaza',\n",
       " 'Port of Gdansk',\n",
       " 'Port of Doha',\n",
       " 'Port of King Abdul Aziz',\n",
       " 'Port of Jeddah',\n",
       " 'Port of Bratislava',\n",
       " 'Port of Durban',\n",
       " 'Port of Algeciras',\n",
       " 'Port of Gothenburg',\n",
       " 'Port of Latakia',\n",
       " 'Port of Kaohsiung',\n",
       " 'Port of Bangkok',\n",
       " 'Port of Mersin',\n",
       " 'Port of Jebel Ali',\n",
       " 'Port of Immingham',\n",
       " 'Port of New York',\n",
       " 'Port of Los Angeles',\n",
       " 'Port of Hodeidah']"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "demand_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Supply Points\n",
    "supply_points=['Port of Buenos Aires','Port of Antwerp','Port of Santos','Port of Montreal','Port of Vancouver','Port of Shanghai','Buenaventura','Port of Alexandria','Port of Marseille','Port of Hamburg_Germany','Port of Jawaharlal Nehru','Port of Gioia Tauro','Port of Nagoya','Port of Busan','Port of Shuwaikh','Penang Port','Port of Manzanillo','Port of Rotterdam','Port of Lagos','Port of Salalah','Port of Gdansk','Port of Doha','Port of King Abdul Aziz','Port of Jeddah','Port of Singapore','Port of Durban','Port of Algeciras','Port of Bangkok','Port of Jebel Ali','Port of Immingham','Port of New York','Port of Los Angeles','Port of Saigon']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Port of Buenos Aires',\n",
       " 'Port of Antwerp',\n",
       " 'Port of Santos',\n",
       " 'Port of Montreal',\n",
       " 'Port of Vancouver',\n",
       " 'Port of Shanghai',\n",
       " 'Buenaventura',\n",
       " 'Port of Alexandria',\n",
       " 'Port of Marseille',\n",
       " 'Port of Hamburg_Germany',\n",
       " 'Port of Jawaharlal Nehru',\n",
       " 'Port of Gioia Tauro',\n",
       " 'Port of Nagoya',\n",
       " 'Port of Busan',\n",
       " 'Port of Shuwaikh',\n",
       " 'Penang Port',\n",
       " 'Port of Manzanillo',\n",
       " 'Port of Rotterdam',\n",
       " 'Port of Lagos',\n",
       " 'Port of Salalah',\n",
       " 'Port of Gdansk',\n",
       " 'Port of Doha',\n",
       " 'Port of King Abdul Aziz',\n",
       " 'Port of Jeddah',\n",
       " 'Port of Singapore',\n",
       " 'Port of Durban',\n",
       " 'Port of Algeciras',\n",
       " 'Port of Bangkok',\n",
       " 'Port of Jebel Ali',\n",
       " 'Port of Immingham',\n",
       " 'Port of New York',\n",
       " 'Port of Los Angeles',\n",
       " 'Port of Saigon']"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "supply_points"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the distances\n",
    "distance = dict(zip(supply_points,[dict(zip(demand_points, [7087.00,9900.00,9783.00,9420.00,10946.00,1078.00,7874.00,7508.00,11098.00,8105.00,8607.00,7282.00,8105.00,9669.00,9312.00,10113.00,9112.00,9691.00,8747.00,7606.00,10707.00,9083.00,10985.00,9646.00,8704.00,7342.00,7827.00,8169.00,7282.00,8820.00,9355.00,9476.00,8921.00,9771.00,4596.00,6504.00,8275.00,8631.00,12452.00,11538.00,8606.00,9168.00,7877.00,7248.00,8833.00,8382.00])),\n",
    "dict(zip(demand_points, [13457.00,10946.00,4841.00,7193.00,0.00,6658.00,3300.00,11450.00,11907.00,426.00,3665.00,2339.00,426.00,4726.00,7082.00,9572.00,6882.00,7464.00,3804.00,2663.00,12786.00,4141.00,12424.00,7419.00,3761.00,8663.00,144.00,5939.00,3327.94,1143.00,7125.00,7247.00,4567.00,4829.00,8066.00,1561.00,690.00,3689.00,11343.00,10128.00,3664.00,6938.00,313.00,3827.00,10154.00,5106.00])),\n",
    "dict(zip(demand_points, [7848.00,8509.00,8705.00,9662.00,6658.00,0.00,6795.00,10037.00,1804.00,7027.00,7529.00,6204.00,7026.00,8591.00,9552.00,10371.00,9351.00,9933.00,7667.00,6528.00,11468.00,8005.00,13783.00,9888.00,7626.00,7223.00,6749.00,8408.00,6360.00,7745.00,9594.00,9716.00,8432.00,8693.00,4838.00,5426.00,7293.00,7553.00,12691.00,11741.00,7528.00,9407.00,6799.00,6148.00,8718.00,8624.00])),\n",
    "dict(zip(demand_points, [10815.00,13478.00,7098.00,9594.00,3334.00,6796.00,0.00,8696.00,11673.00,3669.00,6196.00,4871.00,3669.00,7258.00,9614.00,12104.00,9414.00,9808.00,6336.00,5195.00,10961.00,6672.00,11234.00,9794.00,6020.00,5899.00,3391.00,8471.00,5165.00,3878.00,9657.00,9778.00,7099.00,7361.00,10468.00,4093.00,3425.00,6220.00,13875.00,12660.00,6195.00,9470.00,3435.00,1729.00,7389.00,7364.00])),\n",
    "dict(zip(demand_points, [6731.00,7508.00,13490.00,15871.00,11472.00,8403.00,8708.00,0.00,4956.00,11819.00,12322.00,10996.00,11819.00,13383.00,9428.00,7279.00,10381.00,10848.00,12461.00,11320.00,4321.00,12797.00,4517.00,10828.00,12441.00,2814.00,11541.00,10461.00,10365.00,12534.00,10603.00,10668.00,13108.00,13486.00,13733.00,10218.00,12082.00,12345.00,5419.00,7026.00,12320.00,10440.00,11591.00,7051.00,1319.00,11270.00])),\n",
    "dict(zip(demand_points, [5140.00,3701.00,10444.00,6882.00,11907.00,13268.00,11673.00,4956.00,0.00,12277.00,8365.00,10048.00,12277.00,10330.00,5293.00,2909.00,6557.00,7139.00,8336.00,9335.00,1007.00,7912.00,535.00,7094.00,8385.00,6843.00,11999.00,6270.00,7660.00,12993.00,6814.00,6922.00,7341.00,10432.00,8418.00,10346.00,12539.00,8550.00,597.00,2872.00,8546.00,6627.00,12049.00,10547.00,5688.00,6802.00])),\n",
    "dict(zip(demand_points, [7610.00,10049.00,9209.00,11561.00,7162.00,5729.00,4387.00,4988.00,8689.00,7531.00,8033.00,6708.00,7531.00,9095.00,11451.00,10635.00,11251.00,11832.00,8173.00,7032.00,7977.00,8509.00,8250.00,11788.00,8130.00,2178.00,7253.00,10308.00,6743.00,8247.00,11494.00,11615.00,8936.00,9197.00,9424.00,5930.00,7794.00,8057.00,9114.00,10711.00,8032.00,11307.00,7303.00,2743.00,3669.00,9474.00])),\n",
    "dict(zip(demand_points, [9914.00,7404.00,2163.00,3650.00,3665.00,7529.00,6196.00,12322.00,8365.00,4033.00,0.00,1805.00,4034.00,2047.00,3540.00,6030.00,3340.00,3921.00,370.00,1092.00,9243.00,598.00,8882.00,3877.00,427.00,9534.00,3756.00,2397.00,242.00,4750.00,3583.00,3704.00,1024.00,2150.00,5347.00,2103.00,4298.00,571.00,7800.00,6585.00,546.00,3396.00,3806.00,5618.00,11025.00,1563.00])),\n",
    "dict(zip(demand_points, [11599.00,9088.00,2980.00,5332.00,2339.00,6204.00,4871.00,10996.00,10048.00,2708.00,1805.00,0.00,2708.00,2868.00,5224.00,7714.00,5024.00,5603.00,1946.00,730.00,10928.00,2282.00,10566.00,5558.00,1900.00,8209.00,2430.00,4081.00,1631.00,3425.00,5267.00,5388.00,2709.00,2971.00,7032.00,778.00,2971.00,1830.00,9485.00,8270.00,1806.00,5080.00,2481.00,4293.00,9700.00,3245.00])),\n",
    "dict(zip(demand_points, [13825.00,11314.00,5209.00,7561.00,426.00,7027.00,3669.00,11819.00,12277.00,0.00,4033.00,2708.00,0.00,5095.00,7451.00,9842.00,7250.00,7832.00,4173.00,3032.00,13155.00,4509.00,12793.00,7788.00,4130.00,9031.00,341.00,6307.00,3595.70,870.00,7493.00,7615.00,4935.00,5197.00,8433.00,1929.00,417.00,4057.00,11711.00,10496.00,4032.00,7306.00,448.00,4195.00,10522.00,5475.00])),\n",
    "dict(zip(demand_points, [6956.00,4445.00,5619.00,1589.00,7082.00,9552.00,9614.00,9428.00,5293.00,7451.00,3540.00,5224.00,7451.00,5505.00,0.00,3071.00,1265.00,1847.00,3510.00,4510.00,6171.00,3086.00,5810.00,1802.00,3560.00,12946 ,7173.00,1143.00,3243.00,8167.00,1522.00,1630.00,2515.00,5607.00,4714.00,5521.00,7715.00,3725.00,4727.00,3513.00,3720.00,1335.00,7224.00,9036.00,10104.00,1977.00])),\n",
    "dict(zip(demand_points, [10884.00,8374.00,2268.00,4620.00,2663.00,6528.00,5195.00,11320.00,9335.00,3032.00,1092.00,730.00,3032.00,2154.00,4510.00,7000.00,4310.00,4891.00,1230.00,0.00,10213.00,1568.00,9852.00,4847.00,1189.00,8533.00,2754.00,3367.00,1336.00,3749.00,4553.00,4674.00,1994.00,2256.00,6317.00,1102.00,3295.00,1116.00,8771.00,7555.00,1091.00,4366.00,2805.00,4617.00,10024.00,2533.00])),\n",
    "dict(zip(demand_points, [4768.00,4088.00,11322.00,7759.00,12786.00,11468.00,10961.00,4321.00,1007.00,13155.00,9243.00,10928.00,13155.00,11208.00,6171.00,3787.00,7435.00,8017.00,9214.00,10213.00,0.00,8790.00,612.00,7972.00,9263.00,6131.00,12877.00,7148.00,8308.00,13871.00,7692.00,7800.00,8219.00,11310.00,9308.00,11224.00,13418.00,9428.00,1498.00,3750.00,9424.00,7505.00,12927.00,9835.00,4992.00,7680.00])),\n",
    "dict(zip(demand_points, [5141.00,3770.00,10960.00,7398.00,12424.00,13783.00,11234.00,4517.00,535.00,12793.00,8882.00,10566.00,12793.00,10846.00,5810.00,3426.00,7074.00,7655.00,8852.00,9852.00,612.00,8428.00,0.00,7611.00,8901.00,6404.00,12515.00,6786.00,8020.00,13509.00,7330.00,7438.00,7857.00,10949.00,8939.00,10863.00,13056.00,9066.00,1137.00,3388.00,9062.00,7143.00,12565.00,10108.00,5249.00,7318.00])),\n",
    "dict(zip(demand_points, [8757.00,6246.00,5955.00,310.00,7419.00,9888.00,9794.00,10828.00,7094.00,7788.00,3877.00,5558.00,7788.00,5841.00,1802.00,4873.00,537.00,71,3847.00,4847.00,7972.00,3423.00,7611.00,0,3896.00,13286.00,7510.00,1480.00,3363.00,8504.00,421.00,203.00,2852.00,5944.00,5050.00,5858.00,8051.00,4061.00,6528.00,5315.00,4057.00,562.00,7560.00,9392.00,11504.00,2313.00])),\n",
    "dict(zip(demand_points, [5076.00,2565.00,7419.00,3856.00,8882.00,10534.00,9839.00,7359.00,3025.00,9251.00,5340.00,7024.00,9251.00,7305.00,2268.00,950.00,3532.00,4113.00,5310.00,6310.00,3903.00,4886.00,3542.00,4069.00,5359.00,9149.00,8973.00,3245.00,5210.00,9970.00,3788.00,3896.00,4315.00,7407.00,5695.00,7321.00,9517.00,5525.00,2461.00,1246.00,5520.00,3601.00,9024.00,9024.00,8035.00,3777.00])),\n",
    "dict(zip(demand_points, [6715.00,8542.00,10679.00,13061.00,8663.00,7223.00,5899.00,2814.00,6843.00,9031.00,9534.00,8209.00,9031.00,10565.00,12946 ,8920.00,12745.00,13332.00,9673.00,8533.00,6131.00,10011.00,6404.00,13286.00,9631.00,0.00,8736.00,11791.00,8088.00,9730.00,12977.00,13099.00,10419.00,10681.00,10919.00,7413.00,9277.00,9541.00,7268.00,8865.00,9516.00,12790.00,8787.00,4237.00,1490.00,10974.00])),\n",
    "dict(zip(demand_points, [13548.00,11037.00,4931.00,7284.00,144.00,6749.00,3391.00,11541.00,11999.00,341.00,3756.00,2430.00,341.00,4817.00,7173.00,9663.00,6973.00,7555.00,3894.00,2754.00,12877.00,4231.00,12515.00,7510.00,3852.00,8736.00,0.00,6030.00,3335.00,1058.00,7216.00,7338.00,4658.00,4920.00,8156.00,1652.00,606.00,3780.00,11434.00,10219.00,3755.00,7029.00,282.00,3918.00,10245.00,5197.00])),\n",
    "dict(zip(demand_points, [9819.00,9048.00,6700.00,8570.00,4653.00,4510.00,7055.00,10321.00,12164.00,5021.00,5524.00,4198.00,5021.00,6586.00,8460.00,9279.00,8260.00,8841.00,5662.00,4523.00,12403.00,6000.00,12691.00,8797.00,5620.00,7506.00,4744.00,7317.00,5500.00,5740.00,8797.00,8624.00,6426.00,6688.00,3746.00,3421.00,5287.00,5548.00,11600.00,10649.00,5523.00,8316.00,4794.00,6516.00,9001.00,6965.00])),\n",
    "dict(zip(demand_points, [7936.00,5424.00,4476.00,1253.00,5939.00,8408.00,8471.00,10461.00,6270.00,6307.00,2397.00,4081.00,6307.00,4362.00,1143.00,4050.00,943.00,1524.00,2367.00,3367.00,7148.00,1943.00,6786.00,1480.00,2416.00,11791.00,6030.00,0.00,2086.00,7025.00,1186.00,1307.00,1372.00,4464.00,3571.00,4378.00,6418.00,2582.00,5704.00,4490.00,2577.00,999.00,6081.00,7930.00,11137.00,833.00])),\n",
    "dict(zip(demand_points, [14544.00,12031.00,5926.00,8277.00,1143.00,7745.00,3878.00,12534.00,12993.00,870.00,4750.00,3425.00,870.00,5812.00,8167.00,10657.00,7967.00,8548.00,4889.00,3749.00,13871.00,5224.00,13509.00,8504.00,4847.00,9730.00,1058.00,7025.00,4119.00,0.00,8213.00,8334.00,5654.00,5915.00,9152.00,2649.00,452.00,4775.00,12430.00,11215.00,4751.00,8025.00,1166.00,4316.00,11242.00,6190.00])),\n",
    "dict(zip(demand_points, [8477.00,5966.00,5662.00,140.00,7125.00,9594.00,9657.00,10603.00,6814.00,7493.00,3583.00,5267.00,7493.00,5547.00,1522.00,4592.00,355.00,490.00,3553.00,4553.00,7692.00,3423.00,7330.00,421.00,3602.00,12977.00,7216.00,1186.00,3139.00,8213.00,0.00,219.00,2558.00,5650.00,4757.00,5564.00,7757.00,3767.00,6248.00,5034.00,3763.00,187.00,7267.00,9392.00,11279.00,2019.00])),\n",
    "dict(zip(demand_points, [8585.00,6074.00,5783.00,108.00,7247.00,9716.00,9778.00,10668.00,6922.00,7615.00,3704.00,5388.00,7615.00,5669.00,1630.00,4700.00,365.00,274.00,3674.00,4674.00,7800.00,3250.00,7438.00,203.00,3724.00,13099.00,7338.00,1307.00,3203.00,8334.00,219.00,0.00,2680.00,5771.00,4878.00,5685.00,7879.00,3889.00,6356.00,5142.00,3885.00,389.00,7388.00,9222.00,11344.00,2141.00])),\n",
    "dict(zip(demand_points, [8890.00,6379.00,3103.00,2626.00,4567.00,8432.00,7099.00,13108.00,7341.00,4935.00,1024.00,2709.00,4935.00,2989.00,2515.00,5005.00,2315.00,2897.00,995.00,1994.00,8219.00,571.00,7857.00,2852.00,1044.00,10419.00,4658.00,1372.00,828.00,5654.00,2558.00,2680.00,0.00,3092.00,4323.00,3006.00,5200.00,1209.00,6775.00,5561.00,1205.00,2371.00,4708.00,6521.00,11927.00,539.00])),\n",
    "dict(zip(demand_points, [4717.00,2206.00,7788.00,4226.00,9252.00,10863.00,10507.00,7007.00,2692.00,9621.00,5710.00,7391.00,9621.00,7674.00,2637.00,591.00,3902.00,4483.00,5680.00,6680.00,3570.00,5256.00,3208.00,4439.00,5729.00,15120.00,9343.00,3614.00,5531.00,10337.00,4158.00,4266.00,4685.00,7777.00,6025.00,7691.00,9883.00,5894.00,2126.00,917.00,5890.00,3971.00,9393.00,11205.00,7683.00,4146.00])),\n",
    "dict(zip(demand_points, [6531.00,5302.00,7426.00,4824.00,8066.00,4838.00,10468.00,13733.00,8418.00,8433.00,5347.00,7032.00,8433.00,7312.00,4714.00,5533.00,4514.00,5095.00,5318.00,6317.00,9308.00,4894.00,8939.00,5050.00,5367.00,10919.00,8156.00,3571.00,7346.00,9152.00,4757.00,4878.00,4323.00,7415.00,0.00,6834.00,8698.00,5534.00,7930.00,6941.00,5530.00,4572.00,8207.00,9902.00,12410.00,3786.00])),\n",
    "dict(zip(demand_points, [11896.00,9385.00,3279.00,5631.00,1561.00,5426.00,4093.00,10218.00,10346.00,1929.00,2103.00,778.00,1929.00,3165.00,5521.00,8011.00,5321.00,5902.00,2242.00,1102.00,11224.00,2579.00,10863.00,5858.00,2200.00,7413.00,1652.00,4378.00,2004.00,2649.00,5564.00,5685.00,3006.00,3267.00,6834.00,0.00,2195.00,2127.00,9782.00,8567.00,2102.00,5377.00,1703.00,3515.00,8922.00,3545.00])),\n",
    "dict(zip(demand_points, [5436.00,3109.00,8664.00,5102.00,10128.00,11741.00,12660.00,7026.00,2872.00,10496.00,6585.00,8270.00,10496.00,8550.00,3513.00,1449.00,4778.00,5359.00,6556.00,7555.00,3750.00,6132.00,3388.00,5315.00,6605.00,8865.00,10219.00,4490.00,6341.00,11215.00,5034.00,5142.00,5561.00,8653.00,6941.00,8567.00,10763.00,6770.00,2307.00,0.00,6766.00,4847.00,10269.00,12081.00,7730.00,5022.00])),\n",
    "dict(zip(demand_points, [8290.00,5779.00,5475.00,327.00,6938.00,9407.00,9470.00,10440.00,6627.00,7306.00,3396.00,5080.00,7306.00,5360.00,1335.00,4405.00,173.00,606.00,3366.00,4366.00,7505.00,2942.00,7143.00,562.00,3415.00,12790.00,7029.00,999.00,2975.00,8025.00,187.00,389.00,2371.00,5463.00,4572.00,5377.00,7573.00,3580.00,6063.00,4847.00,3576.00,0.00,7080.00,8918.00,11116.00,1832.00])),\n",
    "dict(zip(demand_points, [13598.00,11088.00,4982.00,7334.00,313.00,6799.00,3435.00,11591.00,12049.00,448.00,3806.00,2481.00,448.00,4868.00,7224.00,9714.00,7023.00,7605.00,3944.00,2805.00,12927.00,4282.00,12565.00,7560.00,3903.00,8787.00,282.00,6081.00,3399.00,1166.00,7267.00,7388.00,4708.00,4970.00,8207.00,1703.00,714.00,3830.00,11485.00,10269.00,3804.00,7080.00,0.00,3968.00,10295.00,5247.00])),\n",
    "dict(zip(demand_points, [9689.00,12899.00,6839.00,9168.00,3827.00,6148.00,1729.00,7051.00,10547.00,4195.00,5618.00,4293.00,4195.00,6728.00,9036.00,11525.00,8862.00,9417.00,5756.00,4617.00,9835.00,6104.00,10108.00,9392.00,5715.00,4237.00,3918.00,7930.00,5196.00,4316.00,9392.00,9222.00,6521.00,6830.00,9902.00,3515.00,3864.00,5642.00,10972.00,12081.00,5617.00,8918.00,3968.00,0.00,5734.00,7105.00])),\n",
    "dict(zip(demand_points, [6466.00,7885.00,12171.00,14552.00,10154.00,8718.00,7389.00,1319.00,5688.00,10522.00,11025.00,9700.00,10522.00,12056.00,10104.00,7910.00,11057.00,11524.00,11048.00,10024.00,4992.00,11501.00,5249.00,11504.00,11122.00,1490.00,10245.00,11137.00,9280.00,11242.00,11279.00,11344.00,11927.00,12158.00,12410.00,8922.00,10789.00,11049.00,6129.00,7730.00,11024.00,11116.00,10295.00,5734.00,0.00,12465.00])),\n",
    "dict(zip(demand_points, [4876.00,2659.00,8528.00,4964.00,9991.00,11334.00,12523.00,2659.00,1997.00,10360.00,6448.00,8133.00,10360.00,8413.00,3376.00,993.00,4640.00,5221.00,6418.00,7418.00,2881.00,5994.00,2520.00,5177.00,6467.00,15842.00,10082.00,4353.00,6368.00,11079.00,4896.00,5004.00,5423.00,8516.00,6577.00,8430.00,10626.00,6633.00,1434.00,870.00,6628.00,4709.00,10133.00,11986.00,593.00,4884.00]))]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Buenos Aires': {'Port of Newcastle': 7087.0,\n",
       "  'Port of Hedland': 9900.0,\n",
       "  'Port of Vienna': 9783.0,\n",
       "  'Port of Mina': 9420.0,\n",
       "  'Port of Antwerp': 10946.0,\n",
       "  'Port of Santos': 1078.0,\n",
       "  'Port of Montreal': 7874.0,\n",
       "  'Port of Vancouver': 7508.0,\n",
       "  'Port of Shanghai': 11098.0,\n",
       "  'Port of Hamburg_Czeck': 8105.0,\n",
       "  'Port of Alexandria': 8607.0,\n",
       "  'Port of Marseille': 7282.0,\n",
       "  'Port of Hamburg_Germany': 8105.0,\n",
       "  'Port of Budapest': 9669.0,\n",
       "  'Port of Jawaharlal Nehru': 9312.0,\n",
       "  'Port of Tanjung Priok': 10113.0,\n",
       "  'Port of Bandar Abbas': 9112.0,\n",
       "  'Port of Umm Qasr': 9691.0,\n",
       "  'Port of Haifa': 8747.0,\n",
       "  'Port of Gioia Tauro': 7606.0,\n",
       "  'Port of Nagoya': 10707.0,\n",
       "  'Port of Aqaba': 9083.0,\n",
       "  'Port of Busan': 10985.0,\n",
       "  'Port of Shuwaikh': 9646.0,\n",
       "  'Port of Beirut': 8704.0,\n",
       "  'Port of Manzanillo': 7342.0,\n",
       "  'Port of Rotterdam': 7827.0,\n",
       "  'Port of Salalah': 8169.0,\n",
       "  'Port of Gaza': 7282.0,\n",
       "  'Port of Gdansk': 8820.0,\n",
       "  'Port of Doha': 9355.0,\n",
       "  'Port of King Abdul Aziz': 9476.0,\n",
       "  'Port of Jeddah': 8921.0,\n",
       "  'Port of Bratislava': 9771.0,\n",
       "  'Port of Durban': 4596.0,\n",
       "  'Port of Algeciras': 6504.0,\n",
       "  'Port of Gothenburg': 8275.0,\n",
       "  'Port of Latakia': 8631.0,\n",
       "  'Port of Kaohsiung': 12452.0,\n",
       "  'Port of Bangkok': 11538.0,\n",
       "  'Port of Mersin': 8606.0,\n",
       "  'Port of Jebel Ali': 9168.0,\n",
       "  'Port of Immingham': 7877.0,\n",
       "  'Port of New York': 7248.0,\n",
       "  'Port of Los Angeles': 8833.0,\n",
       "  'Port of Hodeidah': 8382.0},\n",
       " 'Port of Antwerp': {'Port of Newcastle': 13457.0,\n",
       "  'Port of Hedland': 10946.0,\n",
       "  'Port of Vienna': 4841.0,\n",
       "  'Port of Mina': 7193.0,\n",
       "  'Port of Antwerp': 0.0,\n",
       "  'Port of Santos': 6658.0,\n",
       "  'Port of Montreal': 3300.0,\n",
       "  'Port of Vancouver': 11450.0,\n",
       "  'Port of Shanghai': 11907.0,\n",
       "  'Port of Hamburg_Czeck': 426.0,\n",
       "  'Port of Alexandria': 3665.0,\n",
       "  'Port of Marseille': 2339.0,\n",
       "  'Port of Hamburg_Germany': 426.0,\n",
       "  'Port of Budapest': 4726.0,\n",
       "  'Port of Jawaharlal Nehru': 7082.0,\n",
       "  'Port of Tanjung Priok': 9572.0,\n",
       "  'Port of Bandar Abbas': 6882.0,\n",
       "  'Port of Umm Qasr': 7464.0,\n",
       "  'Port of Haifa': 3804.0,\n",
       "  'Port of Gioia Tauro': 2663.0,\n",
       "  'Port of Nagoya': 12786.0,\n",
       "  'Port of Aqaba': 4141.0,\n",
       "  'Port of Busan': 12424.0,\n",
       "  'Port of Shuwaikh': 7419.0,\n",
       "  'Port of Beirut': 3761.0,\n",
       "  'Port of Manzanillo': 8663.0,\n",
       "  'Port of Rotterdam': 144.0,\n",
       "  'Port of Salalah': 5939.0,\n",
       "  'Port of Gaza': 3327.94,\n",
       "  'Port of Gdansk': 1143.0,\n",
       "  'Port of Doha': 7125.0,\n",
       "  'Port of King Abdul Aziz': 7247.0,\n",
       "  'Port of Jeddah': 4567.0,\n",
       "  'Port of Bratislava': 4829.0,\n",
       "  'Port of Durban': 8066.0,\n",
       "  'Port of Algeciras': 1561.0,\n",
       "  'Port of Gothenburg': 690.0,\n",
       "  'Port of Latakia': 3689.0,\n",
       "  'Port of Kaohsiung': 11343.0,\n",
       "  'Port of Bangkok': 10128.0,\n",
       "  'Port of Mersin': 3664.0,\n",
       "  'Port of Jebel Ali': 6938.0,\n",
       "  'Port of Immingham': 313.0,\n",
       "  'Port of New York': 3827.0,\n",
       "  'Port of Los Angeles': 10154.0,\n",
       "  'Port of Hodeidah': 5106.0},\n",
       " 'Port of Santos': {'Port of Newcastle': 7848.0,\n",
       "  'Port of Hedland': 8509.0,\n",
       "  'Port of Vienna': 8705.0,\n",
       "  'Port of Mina': 9662.0,\n",
       "  'Port of Antwerp': 6658.0,\n",
       "  'Port of Santos': 0.0,\n",
       "  'Port of Montreal': 6795.0,\n",
       "  'Port of Vancouver': 10037.0,\n",
       "  'Port of Shanghai': 1804.0,\n",
       "  'Port of Hamburg_Czeck': 7027.0,\n",
       "  'Port of Alexandria': 7529.0,\n",
       "  'Port of Marseille': 6204.0,\n",
       "  'Port of Hamburg_Germany': 7026.0,\n",
       "  'Port of Budapest': 8591.0,\n",
       "  'Port of Jawaharlal Nehru': 9552.0,\n",
       "  'Port of Tanjung Priok': 10371.0,\n",
       "  'Port of Bandar Abbas': 9351.0,\n",
       "  'Port of Umm Qasr': 9933.0,\n",
       "  'Port of Haifa': 7667.0,\n",
       "  'Port of Gioia Tauro': 6528.0,\n",
       "  'Port of Nagoya': 11468.0,\n",
       "  'Port of Aqaba': 8005.0,\n",
       "  'Port of Busan': 13783.0,\n",
       "  'Port of Shuwaikh': 9888.0,\n",
       "  'Port of Beirut': 7626.0,\n",
       "  'Port of Manzanillo': 7223.0,\n",
       "  'Port of Rotterdam': 6749.0,\n",
       "  'Port of Salalah': 8408.0,\n",
       "  'Port of Gaza': 6360.0,\n",
       "  'Port of Gdansk': 7745.0,\n",
       "  'Port of Doha': 9594.0,\n",
       "  'Port of King Abdul Aziz': 9716.0,\n",
       "  'Port of Jeddah': 8432.0,\n",
       "  'Port of Bratislava': 8693.0,\n",
       "  'Port of Durban': 4838.0,\n",
       "  'Port of Algeciras': 5426.0,\n",
       "  'Port of Gothenburg': 7293.0,\n",
       "  'Port of Latakia': 7553.0,\n",
       "  'Port of Kaohsiung': 12691.0,\n",
       "  'Port of Bangkok': 11741.0,\n",
       "  'Port of Mersin': 7528.0,\n",
       "  'Port of Jebel Ali': 9407.0,\n",
       "  'Port of Immingham': 6799.0,\n",
       "  'Port of New York': 6148.0,\n",
       "  'Port of Los Angeles': 8718.0,\n",
       "  'Port of Hodeidah': 8624.0},\n",
       " 'Port of Montreal': {'Port of Newcastle': 10815.0,\n",
       "  'Port of Hedland': 13478.0,\n",
       "  'Port of Vienna': 7098.0,\n",
       "  'Port of Mina': 9594.0,\n",
       "  'Port of Antwerp': 3334.0,\n",
       "  'Port of Santos': 6796.0,\n",
       "  'Port of Montreal': 0.0,\n",
       "  'Port of Vancouver': 8696.0,\n",
       "  'Port of Shanghai': 11673.0,\n",
       "  'Port of Hamburg_Czeck': 3669.0,\n",
       "  'Port of Alexandria': 6196.0,\n",
       "  'Port of Marseille': 4871.0,\n",
       "  'Port of Hamburg_Germany': 3669.0,\n",
       "  'Port of Budapest': 7258.0,\n",
       "  'Port of Jawaharlal Nehru': 9614.0,\n",
       "  'Port of Tanjung Priok': 12104.0,\n",
       "  'Port of Bandar Abbas': 9414.0,\n",
       "  'Port of Umm Qasr': 9808.0,\n",
       "  'Port of Haifa': 6336.0,\n",
       "  'Port of Gioia Tauro': 5195.0,\n",
       "  'Port of Nagoya': 10961.0,\n",
       "  'Port of Aqaba': 6672.0,\n",
       "  'Port of Busan': 11234.0,\n",
       "  'Port of Shuwaikh': 9794.0,\n",
       "  'Port of Beirut': 6020.0,\n",
       "  'Port of Manzanillo': 5899.0,\n",
       "  'Port of Rotterdam': 3391.0,\n",
       "  'Port of Salalah': 8471.0,\n",
       "  'Port of Gaza': 5165.0,\n",
       "  'Port of Gdansk': 3878.0,\n",
       "  'Port of Doha': 9657.0,\n",
       "  'Port of King Abdul Aziz': 9778.0,\n",
       "  'Port of Jeddah': 7099.0,\n",
       "  'Port of Bratislava': 7361.0,\n",
       "  'Port of Durban': 10468.0,\n",
       "  'Port of Algeciras': 4093.0,\n",
       "  'Port of Gothenburg': 3425.0,\n",
       "  'Port of Latakia': 6220.0,\n",
       "  'Port of Kaohsiung': 13875.0,\n",
       "  'Port of Bangkok': 12660.0,\n",
       "  'Port of Mersin': 6195.0,\n",
       "  'Port of Jebel Ali': 9470.0,\n",
       "  'Port of Immingham': 3435.0,\n",
       "  'Port of New York': 1729.0,\n",
       "  'Port of Los Angeles': 7389.0,\n",
       "  'Port of Hodeidah': 7364.0},\n",
       " 'Port of Vancouver': {'Port of Newcastle': 6731.0,\n",
       "  'Port of Hedland': 7508.0,\n",
       "  'Port of Vienna': 13490.0,\n",
       "  'Port of Mina': 15871.0,\n",
       "  'Port of Antwerp': 11472.0,\n",
       "  'Port of Santos': 8403.0,\n",
       "  'Port of Montreal': 8708.0,\n",
       "  'Port of Vancouver': 0.0,\n",
       "  'Port of Shanghai': 4956.0,\n",
       "  'Port of Hamburg_Czeck': 11819.0,\n",
       "  'Port of Alexandria': 12322.0,\n",
       "  'Port of Marseille': 10996.0,\n",
       "  'Port of Hamburg_Germany': 11819.0,\n",
       "  'Port of Budapest': 13383.0,\n",
       "  'Port of Jawaharlal Nehru': 9428.0,\n",
       "  'Port of Tanjung Priok': 7279.0,\n",
       "  'Port of Bandar Abbas': 10381.0,\n",
       "  'Port of Umm Qasr': 10848.0,\n",
       "  'Port of Haifa': 12461.0,\n",
       "  'Port of Gioia Tauro': 11320.0,\n",
       "  'Port of Nagoya': 4321.0,\n",
       "  'Port of Aqaba': 12797.0,\n",
       "  'Port of Busan': 4517.0,\n",
       "  'Port of Shuwaikh': 10828.0,\n",
       "  'Port of Beirut': 12441.0,\n",
       "  'Port of Manzanillo': 2814.0,\n",
       "  'Port of Rotterdam': 11541.0,\n",
       "  'Port of Salalah': 10461.0,\n",
       "  'Port of Gaza': 10365.0,\n",
       "  'Port of Gdansk': 12534.0,\n",
       "  'Port of Doha': 10603.0,\n",
       "  'Port of King Abdul Aziz': 10668.0,\n",
       "  'Port of Jeddah': 13108.0,\n",
       "  'Port of Bratislava': 13486.0,\n",
       "  'Port of Durban': 13733.0,\n",
       "  'Port of Algeciras': 10218.0,\n",
       "  'Port of Gothenburg': 12082.0,\n",
       "  'Port of Latakia': 12345.0,\n",
       "  'Port of Kaohsiung': 5419.0,\n",
       "  'Port of Bangkok': 7026.0,\n",
       "  'Port of Mersin': 12320.0,\n",
       "  'Port of Jebel Ali': 10440.0,\n",
       "  'Port of Immingham': 11591.0,\n",
       "  'Port of New York': 7051.0,\n",
       "  'Port of Los Angeles': 1319.0,\n",
       "  'Port of Hodeidah': 11270.0},\n",
       " 'Port of Shanghai': {'Port of Newcastle': 5140.0,\n",
       "  'Port of Hedland': 3701.0,\n",
       "  'Port of Vienna': 10444.0,\n",
       "  'Port of Mina': 6882.0,\n",
       "  'Port of Antwerp': 11907.0,\n",
       "  'Port of Santos': 13268.0,\n",
       "  'Port of Montreal': 11673.0,\n",
       "  'Port of Vancouver': 4956.0,\n",
       "  'Port of Shanghai': 0.0,\n",
       "  'Port of Hamburg_Czeck': 12277.0,\n",
       "  'Port of Alexandria': 8365.0,\n",
       "  'Port of Marseille': 10048.0,\n",
       "  'Port of Hamburg_Germany': 12277.0,\n",
       "  'Port of Budapest': 10330.0,\n",
       "  'Port of Jawaharlal Nehru': 5293.0,\n",
       "  'Port of Tanjung Priok': 2909.0,\n",
       "  'Port of Bandar Abbas': 6557.0,\n",
       "  'Port of Umm Qasr': 7139.0,\n",
       "  'Port of Haifa': 8336.0,\n",
       "  'Port of Gioia Tauro': 9335.0,\n",
       "  'Port of Nagoya': 1007.0,\n",
       "  'Port of Aqaba': 7912.0,\n",
       "  'Port of Busan': 535.0,\n",
       "  'Port of Shuwaikh': 7094.0,\n",
       "  'Port of Beirut': 8385.0,\n",
       "  'Port of Manzanillo': 6843.0,\n",
       "  'Port of Rotterdam': 11999.0,\n",
       "  'Port of Salalah': 6270.0,\n",
       "  'Port of Gaza': 7660.0,\n",
       "  'Port of Gdansk': 12993.0,\n",
       "  'Port of Doha': 6814.0,\n",
       "  'Port of King Abdul Aziz': 6922.0,\n",
       "  'Port of Jeddah': 7341.0,\n",
       "  'Port of Bratislava': 10432.0,\n",
       "  'Port of Durban': 8418.0,\n",
       "  'Port of Algeciras': 10346.0,\n",
       "  'Port of Gothenburg': 12539.0,\n",
       "  'Port of Latakia': 8550.0,\n",
       "  'Port of Kaohsiung': 597.0,\n",
       "  'Port of Bangkok': 2872.0,\n",
       "  'Port of Mersin': 8546.0,\n",
       "  'Port of Jebel Ali': 6627.0,\n",
       "  'Port of Immingham': 12049.0,\n",
       "  'Port of New York': 10547.0,\n",
       "  'Port of Los Angeles': 5688.0,\n",
       "  'Port of Hodeidah': 6802.0},\n",
       " 'Buenaventura': {'Port of Newcastle': 7610.0,\n",
       "  'Port of Hedland': 10049.0,\n",
       "  'Port of Vienna': 9209.0,\n",
       "  'Port of Mina': 11561.0,\n",
       "  'Port of Antwerp': 7162.0,\n",
       "  'Port of Santos': 5729.0,\n",
       "  'Port of Montreal': 4387.0,\n",
       "  'Port of Vancouver': 4988.0,\n",
       "  'Port of Shanghai': 8689.0,\n",
       "  'Port of Hamburg_Czeck': 7531.0,\n",
       "  'Port of Alexandria': 8033.0,\n",
       "  'Port of Marseille': 6708.0,\n",
       "  'Port of Hamburg_Germany': 7531.0,\n",
       "  'Port of Budapest': 9095.0,\n",
       "  'Port of Jawaharlal Nehru': 11451.0,\n",
       "  'Port of Tanjung Priok': 10635.0,\n",
       "  'Port of Bandar Abbas': 11251.0,\n",
       "  'Port of Umm Qasr': 11832.0,\n",
       "  'Port of Haifa': 8173.0,\n",
       "  'Port of Gioia Tauro': 7032.0,\n",
       "  'Port of Nagoya': 7977.0,\n",
       "  'Port of Aqaba': 8509.0,\n",
       "  'Port of Busan': 8250.0,\n",
       "  'Port of Shuwaikh': 11788.0,\n",
       "  'Port of Beirut': 8130.0,\n",
       "  'Port of Manzanillo': 2178.0,\n",
       "  'Port of Rotterdam': 7253.0,\n",
       "  'Port of Salalah': 10308.0,\n",
       "  'Port of Gaza': 6743.0,\n",
       "  'Port of Gdansk': 8247.0,\n",
       "  'Port of Doha': 11494.0,\n",
       "  'Port of King Abdul Aziz': 11615.0,\n",
       "  'Port of Jeddah': 8936.0,\n",
       "  'Port of Bratislava': 9197.0,\n",
       "  'Port of Durban': 9424.0,\n",
       "  'Port of Algeciras': 5930.0,\n",
       "  'Port of Gothenburg': 7794.0,\n",
       "  'Port of Latakia': 8057.0,\n",
       "  'Port of Kaohsiung': 9114.0,\n",
       "  'Port of Bangkok': 10711.0,\n",
       "  'Port of Mersin': 8032.0,\n",
       "  'Port of Jebel Ali': 11307.0,\n",
       "  'Port of Immingham': 7303.0,\n",
       "  'Port of New York': 2743.0,\n",
       "  'Port of Los Angeles': 3669.0,\n",
       "  'Port of Hodeidah': 9474.0},\n",
       " 'Port of Alexandria': {'Port of Newcastle': 9914.0,\n",
       "  'Port of Hedland': 7404.0,\n",
       "  'Port of Vienna': 2163.0,\n",
       "  'Port of Mina': 3650.0,\n",
       "  'Port of Antwerp': 3665.0,\n",
       "  'Port of Santos': 7529.0,\n",
       "  'Port of Montreal': 6196.0,\n",
       "  'Port of Vancouver': 12322.0,\n",
       "  'Port of Shanghai': 8365.0,\n",
       "  'Port of Hamburg_Czeck': 4033.0,\n",
       "  'Port of Alexandria': 0.0,\n",
       "  'Port of Marseille': 1805.0,\n",
       "  'Port of Hamburg_Germany': 4034.0,\n",
       "  'Port of Budapest': 2047.0,\n",
       "  'Port of Jawaharlal Nehru': 3540.0,\n",
       "  'Port of Tanjung Priok': 6030.0,\n",
       "  'Port of Bandar Abbas': 3340.0,\n",
       "  'Port of Umm Qasr': 3921.0,\n",
       "  'Port of Haifa': 370.0,\n",
       "  'Port of Gioia Tauro': 1092.0,\n",
       "  'Port of Nagoya': 9243.0,\n",
       "  'Port of Aqaba': 598.0,\n",
       "  'Port of Busan': 8882.0,\n",
       "  'Port of Shuwaikh': 3877.0,\n",
       "  'Port of Beirut': 427.0,\n",
       "  'Port of Manzanillo': 9534.0,\n",
       "  'Port of Rotterdam': 3756.0,\n",
       "  'Port of Salalah': 2397.0,\n",
       "  'Port of Gaza': 242.0,\n",
       "  'Port of Gdansk': 4750.0,\n",
       "  'Port of Doha': 3583.0,\n",
       "  'Port of King Abdul Aziz': 3704.0,\n",
       "  'Port of Jeddah': 1024.0,\n",
       "  'Port of Bratislava': 2150.0,\n",
       "  'Port of Durban': 5347.0,\n",
       "  'Port of Algeciras': 2103.0,\n",
       "  'Port of Gothenburg': 4298.0,\n",
       "  'Port of Latakia': 571.0,\n",
       "  'Port of Kaohsiung': 7800.0,\n",
       "  'Port of Bangkok': 6585.0,\n",
       "  'Port of Mersin': 546.0,\n",
       "  'Port of Jebel Ali': 3396.0,\n",
       "  'Port of Immingham': 3806.0,\n",
       "  'Port of New York': 5618.0,\n",
       "  'Port of Los Angeles': 11025.0,\n",
       "  'Port of Hodeidah': 1563.0},\n",
       " 'Port of Marseille': {'Port of Newcastle': 11599.0,\n",
       "  'Port of Hedland': 9088.0,\n",
       "  'Port of Vienna': 2980.0,\n",
       "  'Port of Mina': 5332.0,\n",
       "  'Port of Antwerp': 2339.0,\n",
       "  'Port of Santos': 6204.0,\n",
       "  'Port of Montreal': 4871.0,\n",
       "  'Port of Vancouver': 10996.0,\n",
       "  'Port of Shanghai': 10048.0,\n",
       "  'Port of Hamburg_Czeck': 2708.0,\n",
       "  'Port of Alexandria': 1805.0,\n",
       "  'Port of Marseille': 0.0,\n",
       "  'Port of Hamburg_Germany': 2708.0,\n",
       "  'Port of Budapest': 2868.0,\n",
       "  'Port of Jawaharlal Nehru': 5224.0,\n",
       "  'Port of Tanjung Priok': 7714.0,\n",
       "  'Port of Bandar Abbas': 5024.0,\n",
       "  'Port of Umm Qasr': 5603.0,\n",
       "  'Port of Haifa': 1946.0,\n",
       "  'Port of Gioia Tauro': 730.0,\n",
       "  'Port of Nagoya': 10928.0,\n",
       "  'Port of Aqaba': 2282.0,\n",
       "  'Port of Busan': 10566.0,\n",
       "  'Port of Shuwaikh': 5558.0,\n",
       "  'Port of Beirut': 1900.0,\n",
       "  'Port of Manzanillo': 8209.0,\n",
       "  'Port of Rotterdam': 2430.0,\n",
       "  'Port of Salalah': 4081.0,\n",
       "  'Port of Gaza': 1631.0,\n",
       "  'Port of Gdansk': 3425.0,\n",
       "  'Port of Doha': 5267.0,\n",
       "  'Port of King Abdul Aziz': 5388.0,\n",
       "  'Port of Jeddah': 2709.0,\n",
       "  'Port of Bratislava': 2971.0,\n",
       "  'Port of Durban': 7032.0,\n",
       "  'Port of Algeciras': 778.0,\n",
       "  'Port of Gothenburg': 2971.0,\n",
       "  'Port of Latakia': 1830.0,\n",
       "  'Port of Kaohsiung': 9485.0,\n",
       "  'Port of Bangkok': 8270.0,\n",
       "  'Port of Mersin': 1806.0,\n",
       "  'Port of Jebel Ali': 5080.0,\n",
       "  'Port of Immingham': 2481.0,\n",
       "  'Port of New York': 4293.0,\n",
       "  'Port of Los Angeles': 9700.0,\n",
       "  'Port of Hodeidah': 3245.0},\n",
       " 'Port of Hamburg_Germany': {'Port of Newcastle': 13825.0,\n",
       "  'Port of Hedland': 11314.0,\n",
       "  'Port of Vienna': 5209.0,\n",
       "  'Port of Mina': 7561.0,\n",
       "  'Port of Antwerp': 426.0,\n",
       "  'Port of Santos': 7027.0,\n",
       "  'Port of Montreal': 3669.0,\n",
       "  'Port of Vancouver': 11819.0,\n",
       "  'Port of Shanghai': 12277.0,\n",
       "  'Port of Hamburg_Czeck': 0.0,\n",
       "  'Port of Alexandria': 4033.0,\n",
       "  'Port of Marseille': 2708.0,\n",
       "  'Port of Hamburg_Germany': 0.0,\n",
       "  'Port of Budapest': 5095.0,\n",
       "  'Port of Jawaharlal Nehru': 7451.0,\n",
       "  'Port of Tanjung Priok': 9842.0,\n",
       "  'Port of Bandar Abbas': 7250.0,\n",
       "  'Port of Umm Qasr': 7832.0,\n",
       "  'Port of Haifa': 4173.0,\n",
       "  'Port of Gioia Tauro': 3032.0,\n",
       "  'Port of Nagoya': 13155.0,\n",
       "  'Port of Aqaba': 4509.0,\n",
       "  'Port of Busan': 12793.0,\n",
       "  'Port of Shuwaikh': 7788.0,\n",
       "  'Port of Beirut': 4130.0,\n",
       "  'Port of Manzanillo': 9031.0,\n",
       "  'Port of Rotterdam': 341.0,\n",
       "  'Port of Salalah': 6307.0,\n",
       "  'Port of Gaza': 3595.7,\n",
       "  'Port of Gdansk': 870.0,\n",
       "  'Port of Doha': 7493.0,\n",
       "  'Port of King Abdul Aziz': 7615.0,\n",
       "  'Port of Jeddah': 4935.0,\n",
       "  'Port of Bratislava': 5197.0,\n",
       "  'Port of Durban': 8433.0,\n",
       "  'Port of Algeciras': 1929.0,\n",
       "  'Port of Gothenburg': 417.0,\n",
       "  'Port of Latakia': 4057.0,\n",
       "  'Port of Kaohsiung': 11711.0,\n",
       "  'Port of Bangkok': 10496.0,\n",
       "  'Port of Mersin': 4032.0,\n",
       "  'Port of Jebel Ali': 7306.0,\n",
       "  'Port of Immingham': 448.0,\n",
       "  'Port of New York': 4195.0,\n",
       "  'Port of Los Angeles': 10522.0,\n",
       "  'Port of Hodeidah': 5475.0},\n",
       " 'Port of Jawaharlal Nehru': {'Port of Newcastle': 6956.0,\n",
       "  'Port of Hedland': 4445.0,\n",
       "  'Port of Vienna': 5619.0,\n",
       "  'Port of Mina': 1589.0,\n",
       "  'Port of Antwerp': 7082.0,\n",
       "  'Port of Santos': 9552.0,\n",
       "  'Port of Montreal': 9614.0,\n",
       "  'Port of Vancouver': 9428.0,\n",
       "  'Port of Shanghai': 5293.0,\n",
       "  'Port of Hamburg_Czeck': 7451.0,\n",
       "  'Port of Alexandria': 3540.0,\n",
       "  'Port of Marseille': 5224.0,\n",
       "  'Port of Hamburg_Germany': 7451.0,\n",
       "  'Port of Budapest': 5505.0,\n",
       "  'Port of Jawaharlal Nehru': 0.0,\n",
       "  'Port of Tanjung Priok': 3071.0,\n",
       "  'Port of Bandar Abbas': 1265.0,\n",
       "  'Port of Umm Qasr': 1847.0,\n",
       "  'Port of Haifa': 3510.0,\n",
       "  'Port of Gioia Tauro': 4510.0,\n",
       "  'Port of Nagoya': 6171.0,\n",
       "  'Port of Aqaba': 3086.0,\n",
       "  'Port of Busan': 5810.0,\n",
       "  'Port of Shuwaikh': 1802.0,\n",
       "  'Port of Beirut': 3560.0,\n",
       "  'Port of Manzanillo': 12946,\n",
       "  'Port of Rotterdam': 7173.0,\n",
       "  'Port of Salalah': 1143.0,\n",
       "  'Port of Gaza': 3243.0,\n",
       "  'Port of Gdansk': 8167.0,\n",
       "  'Port of Doha': 1522.0,\n",
       "  'Port of King Abdul Aziz': 1630.0,\n",
       "  'Port of Jeddah': 2515.0,\n",
       "  'Port of Bratislava': 5607.0,\n",
       "  'Port of Durban': 4714.0,\n",
       "  'Port of Algeciras': 5521.0,\n",
       "  'Port of Gothenburg': 7715.0,\n",
       "  'Port of Latakia': 3725.0,\n",
       "  'Port of Kaohsiung': 4727.0,\n",
       "  'Port of Bangkok': 3513.0,\n",
       "  'Port of Mersin': 3720.0,\n",
       "  'Port of Jebel Ali': 1335.0,\n",
       "  'Port of Immingham': 7224.0,\n",
       "  'Port of New York': 9036.0,\n",
       "  'Port of Los Angeles': 10104.0,\n",
       "  'Port of Hodeidah': 1977.0},\n",
       " 'Port of Gioia Tauro': {'Port of Newcastle': 10884.0,\n",
       "  'Port of Hedland': 8374.0,\n",
       "  'Port of Vienna': 2268.0,\n",
       "  'Port of Mina': 4620.0,\n",
       "  'Port of Antwerp': 2663.0,\n",
       "  'Port of Santos': 6528.0,\n",
       "  'Port of Montreal': 5195.0,\n",
       "  'Port of Vancouver': 11320.0,\n",
       "  'Port of Shanghai': 9335.0,\n",
       "  'Port of Hamburg_Czeck': 3032.0,\n",
       "  'Port of Alexandria': 1092.0,\n",
       "  'Port of Marseille': 730.0,\n",
       "  'Port of Hamburg_Germany': 3032.0,\n",
       "  'Port of Budapest': 2154.0,\n",
       "  'Port of Jawaharlal Nehru': 4510.0,\n",
       "  'Port of Tanjung Priok': 7000.0,\n",
       "  'Port of Bandar Abbas': 4310.0,\n",
       "  'Port of Umm Qasr': 4891.0,\n",
       "  'Port of Haifa': 1230.0,\n",
       "  'Port of Gioia Tauro': 0.0,\n",
       "  'Port of Nagoya': 10213.0,\n",
       "  'Port of Aqaba': 1568.0,\n",
       "  'Port of Busan': 9852.0,\n",
       "  'Port of Shuwaikh': 4847.0,\n",
       "  'Port of Beirut': 1189.0,\n",
       "  'Port of Manzanillo': 8533.0,\n",
       "  'Port of Rotterdam': 2754.0,\n",
       "  'Port of Salalah': 3367.0,\n",
       "  'Port of Gaza': 1336.0,\n",
       "  'Port of Gdansk': 3749.0,\n",
       "  'Port of Doha': 4553.0,\n",
       "  'Port of King Abdul Aziz': 4674.0,\n",
       "  'Port of Jeddah': 1994.0,\n",
       "  'Port of Bratislava': 2256.0,\n",
       "  'Port of Durban': 6317.0,\n",
       "  'Port of Algeciras': 1102.0,\n",
       "  'Port of Gothenburg': 3295.0,\n",
       "  'Port of Latakia': 1116.0,\n",
       "  'Port of Kaohsiung': 8771.0,\n",
       "  'Port of Bangkok': 7555.0,\n",
       "  'Port of Mersin': 1091.0,\n",
       "  'Port of Jebel Ali': 4366.0,\n",
       "  'Port of Immingham': 2805.0,\n",
       "  'Port of New York': 4617.0,\n",
       "  'Port of Los Angeles': 10024.0,\n",
       "  'Port of Hodeidah': 2533.0},\n",
       " 'Port of Nagoya': {'Port of Newcastle': 4768.0,\n",
       "  'Port of Hedland': 4088.0,\n",
       "  'Port of Vienna': 11322.0,\n",
       "  'Port of Mina': 7759.0,\n",
       "  'Port of Antwerp': 12786.0,\n",
       "  'Port of Santos': 11468.0,\n",
       "  'Port of Montreal': 10961.0,\n",
       "  'Port of Vancouver': 4321.0,\n",
       "  'Port of Shanghai': 1007.0,\n",
       "  'Port of Hamburg_Czeck': 13155.0,\n",
       "  'Port of Alexandria': 9243.0,\n",
       "  'Port of Marseille': 10928.0,\n",
       "  'Port of Hamburg_Germany': 13155.0,\n",
       "  'Port of Budapest': 11208.0,\n",
       "  'Port of Jawaharlal Nehru': 6171.0,\n",
       "  'Port of Tanjung Priok': 3787.0,\n",
       "  'Port of Bandar Abbas': 7435.0,\n",
       "  'Port of Umm Qasr': 8017.0,\n",
       "  'Port of Haifa': 9214.0,\n",
       "  'Port of Gioia Tauro': 10213.0,\n",
       "  'Port of Nagoya': 0.0,\n",
       "  'Port of Aqaba': 8790.0,\n",
       "  'Port of Busan': 612.0,\n",
       "  'Port of Shuwaikh': 7972.0,\n",
       "  'Port of Beirut': 9263.0,\n",
       "  'Port of Manzanillo': 6131.0,\n",
       "  'Port of Rotterdam': 12877.0,\n",
       "  'Port of Salalah': 7148.0,\n",
       "  'Port of Gaza': 8308.0,\n",
       "  'Port of Gdansk': 13871.0,\n",
       "  'Port of Doha': 7692.0,\n",
       "  'Port of King Abdul Aziz': 7800.0,\n",
       "  'Port of Jeddah': 8219.0,\n",
       "  'Port of Bratislava': 11310.0,\n",
       "  'Port of Durban': 9308.0,\n",
       "  'Port of Algeciras': 11224.0,\n",
       "  'Port of Gothenburg': 13418.0,\n",
       "  'Port of Latakia': 9428.0,\n",
       "  'Port of Kaohsiung': 1498.0,\n",
       "  'Port of Bangkok': 3750.0,\n",
       "  'Port of Mersin': 9424.0,\n",
       "  'Port of Jebel Ali': 7505.0,\n",
       "  'Port of Immingham': 12927.0,\n",
       "  'Port of New York': 9835.0,\n",
       "  'Port of Los Angeles': 4992.0,\n",
       "  'Port of Hodeidah': 7680.0},\n",
       " 'Port of Busan': {'Port of Newcastle': 5141.0,\n",
       "  'Port of Hedland': 3770.0,\n",
       "  'Port of Vienna': 10960.0,\n",
       "  'Port of Mina': 7398.0,\n",
       "  'Port of Antwerp': 12424.0,\n",
       "  'Port of Santos': 13783.0,\n",
       "  'Port of Montreal': 11234.0,\n",
       "  'Port of Vancouver': 4517.0,\n",
       "  'Port of Shanghai': 535.0,\n",
       "  'Port of Hamburg_Czeck': 12793.0,\n",
       "  'Port of Alexandria': 8882.0,\n",
       "  'Port of Marseille': 10566.0,\n",
       "  'Port of Hamburg_Germany': 12793.0,\n",
       "  'Port of Budapest': 10846.0,\n",
       "  'Port of Jawaharlal Nehru': 5810.0,\n",
       "  'Port of Tanjung Priok': 3426.0,\n",
       "  'Port of Bandar Abbas': 7074.0,\n",
       "  'Port of Umm Qasr': 7655.0,\n",
       "  'Port of Haifa': 8852.0,\n",
       "  'Port of Gioia Tauro': 9852.0,\n",
       "  'Port of Nagoya': 612.0,\n",
       "  'Port of Aqaba': 8428.0,\n",
       "  'Port of Busan': 0.0,\n",
       "  'Port of Shuwaikh': 7611.0,\n",
       "  'Port of Beirut': 8901.0,\n",
       "  'Port of Manzanillo': 6404.0,\n",
       "  'Port of Rotterdam': 12515.0,\n",
       "  'Port of Salalah': 6786.0,\n",
       "  'Port of Gaza': 8020.0,\n",
       "  'Port of Gdansk': 13509.0,\n",
       "  'Port of Doha': 7330.0,\n",
       "  'Port of King Abdul Aziz': 7438.0,\n",
       "  'Port of Jeddah': 7857.0,\n",
       "  'Port of Bratislava': 10949.0,\n",
       "  'Port of Durban': 8939.0,\n",
       "  'Port of Algeciras': 10863.0,\n",
       "  'Port of Gothenburg': 13056.0,\n",
       "  'Port of Latakia': 9066.0,\n",
       "  'Port of Kaohsiung': 1137.0,\n",
       "  'Port of Bangkok': 3388.0,\n",
       "  'Port of Mersin': 9062.0,\n",
       "  'Port of Jebel Ali': 7143.0,\n",
       "  'Port of Immingham': 12565.0,\n",
       "  'Port of New York': 10108.0,\n",
       "  'Port of Los Angeles': 5249.0,\n",
       "  'Port of Hodeidah': 7318.0},\n",
       " 'Port of Shuwaikh': {'Port of Newcastle': 8757.0,\n",
       "  'Port of Hedland': 6246.0,\n",
       "  'Port of Vienna': 5955.0,\n",
       "  'Port of Mina': 310.0,\n",
       "  'Port of Antwerp': 7419.0,\n",
       "  'Port of Santos': 9888.0,\n",
       "  'Port of Montreal': 9794.0,\n",
       "  'Port of Vancouver': 10828.0,\n",
       "  'Port of Shanghai': 7094.0,\n",
       "  'Port of Hamburg_Czeck': 7788.0,\n",
       "  'Port of Alexandria': 3877.0,\n",
       "  'Port of Marseille': 5558.0,\n",
       "  'Port of Hamburg_Germany': 7788.0,\n",
       "  'Port of Budapest': 5841.0,\n",
       "  'Port of Jawaharlal Nehru': 1802.0,\n",
       "  'Port of Tanjung Priok': 4873.0,\n",
       "  'Port of Bandar Abbas': 537.0,\n",
       "  'Port of Umm Qasr': 71,\n",
       "  'Port of Haifa': 3847.0,\n",
       "  'Port of Gioia Tauro': 4847.0,\n",
       "  'Port of Nagoya': 7972.0,\n",
       "  'Port of Aqaba': 3423.0,\n",
       "  'Port of Busan': 7611.0,\n",
       "  'Port of Shuwaikh': 0,\n",
       "  'Port of Beirut': 3896.0,\n",
       "  'Port of Manzanillo': 13286.0,\n",
       "  'Port of Rotterdam': 7510.0,\n",
       "  'Port of Salalah': 1480.0,\n",
       "  'Port of Gaza': 3363.0,\n",
       "  'Port of Gdansk': 8504.0,\n",
       "  'Port of Doha': 421.0,\n",
       "  'Port of King Abdul Aziz': 203.0,\n",
       "  'Port of Jeddah': 2852.0,\n",
       "  'Port of Bratislava': 5944.0,\n",
       "  'Port of Durban': 5050.0,\n",
       "  'Port of Algeciras': 5858.0,\n",
       "  'Port of Gothenburg': 8051.0,\n",
       "  'Port of Latakia': 4061.0,\n",
       "  'Port of Kaohsiung': 6528.0,\n",
       "  'Port of Bangkok': 5315.0,\n",
       "  'Port of Mersin': 4057.0,\n",
       "  'Port of Jebel Ali': 562.0,\n",
       "  'Port of Immingham': 7560.0,\n",
       "  'Port of New York': 9392.0,\n",
       "  'Port of Los Angeles': 11504.0,\n",
       "  'Port of Hodeidah': 2313.0},\n",
       " 'Penang Port': {'Port of Newcastle': 5076.0,\n",
       "  'Port of Hedland': 2565.0,\n",
       "  'Port of Vienna': 7419.0,\n",
       "  'Port of Mina': 3856.0,\n",
       "  'Port of Antwerp': 8882.0,\n",
       "  'Port of Santos': 10534.0,\n",
       "  'Port of Montreal': 9839.0,\n",
       "  'Port of Vancouver': 7359.0,\n",
       "  'Port of Shanghai': 3025.0,\n",
       "  'Port of Hamburg_Czeck': 9251.0,\n",
       "  'Port of Alexandria': 5340.0,\n",
       "  'Port of Marseille': 7024.0,\n",
       "  'Port of Hamburg_Germany': 9251.0,\n",
       "  'Port of Budapest': 7305.0,\n",
       "  'Port of Jawaharlal Nehru': 2268.0,\n",
       "  'Port of Tanjung Priok': 950.0,\n",
       "  'Port of Bandar Abbas': 3532.0,\n",
       "  'Port of Umm Qasr': 4113.0,\n",
       "  'Port of Haifa': 5310.0,\n",
       "  'Port of Gioia Tauro': 6310.0,\n",
       "  'Port of Nagoya': 3903.0,\n",
       "  'Port of Aqaba': 4886.0,\n",
       "  'Port of Busan': 3542.0,\n",
       "  'Port of Shuwaikh': 4069.0,\n",
       "  'Port of Beirut': 5359.0,\n",
       "  'Port of Manzanillo': 9149.0,\n",
       "  'Port of Rotterdam': 8973.0,\n",
       "  'Port of Salalah': 3245.0,\n",
       "  'Port of Gaza': 5210.0,\n",
       "  'Port of Gdansk': 9970.0,\n",
       "  'Port of Doha': 3788.0,\n",
       "  'Port of King Abdul Aziz': 3896.0,\n",
       "  'Port of Jeddah': 4315.0,\n",
       "  'Port of Bratislava': 7407.0,\n",
       "  'Port of Durban': 5695.0,\n",
       "  'Port of Algeciras': 7321.0,\n",
       "  'Port of Gothenburg': 9517.0,\n",
       "  'Port of Latakia': 5525.0,\n",
       "  'Port of Kaohsiung': 2461.0,\n",
       "  'Port of Bangkok': 1246.0,\n",
       "  'Port of Mersin': 5520.0,\n",
       "  'Port of Jebel Ali': 3601.0,\n",
       "  'Port of Immingham': 9024.0,\n",
       "  'Port of New York': 9024.0,\n",
       "  'Port of Los Angeles': 8035.0,\n",
       "  'Port of Hodeidah': 3777.0},\n",
       " 'Port of Manzanillo': {'Port of Newcastle': 6715.0,\n",
       "  'Port of Hedland': 8542.0,\n",
       "  'Port of Vienna': 10679.0,\n",
       "  'Port of Mina': 13061.0,\n",
       "  'Port of Antwerp': 8663.0,\n",
       "  'Port of Santos': 7223.0,\n",
       "  'Port of Montreal': 5899.0,\n",
       "  'Port of Vancouver': 2814.0,\n",
       "  'Port of Shanghai': 6843.0,\n",
       "  'Port of Hamburg_Czeck': 9031.0,\n",
       "  'Port of Alexandria': 9534.0,\n",
       "  'Port of Marseille': 8209.0,\n",
       "  'Port of Hamburg_Germany': 9031.0,\n",
       "  'Port of Budapest': 10565.0,\n",
       "  'Port of Jawaharlal Nehru': 12946,\n",
       "  'Port of Tanjung Priok': 8920.0,\n",
       "  'Port of Bandar Abbas': 12745.0,\n",
       "  'Port of Umm Qasr': 13332.0,\n",
       "  'Port of Haifa': 9673.0,\n",
       "  'Port of Gioia Tauro': 8533.0,\n",
       "  'Port of Nagoya': 6131.0,\n",
       "  'Port of Aqaba': 10011.0,\n",
       "  'Port of Busan': 6404.0,\n",
       "  'Port of Shuwaikh': 13286.0,\n",
       "  'Port of Beirut': 9631.0,\n",
       "  'Port of Manzanillo': 0.0,\n",
       "  'Port of Rotterdam': 8736.0,\n",
       "  'Port of Salalah': 11791.0,\n",
       "  'Port of Gaza': 8088.0,\n",
       "  'Port of Gdansk': 9730.0,\n",
       "  'Port of Doha': 12977.0,\n",
       "  'Port of King Abdul Aziz': 13099.0,\n",
       "  'Port of Jeddah': 10419.0,\n",
       "  'Port of Bratislava': 10681.0,\n",
       "  'Port of Durban': 10919.0,\n",
       "  'Port of Algeciras': 7413.0,\n",
       "  'Port of Gothenburg': 9277.0,\n",
       "  'Port of Latakia': 9541.0,\n",
       "  'Port of Kaohsiung': 7268.0,\n",
       "  'Port of Bangkok': 8865.0,\n",
       "  'Port of Mersin': 9516.0,\n",
       "  'Port of Jebel Ali': 12790.0,\n",
       "  'Port of Immingham': 8787.0,\n",
       "  'Port of New York': 4237.0,\n",
       "  'Port of Los Angeles': 1490.0,\n",
       "  'Port of Hodeidah': 10974.0},\n",
       " 'Port of Rotterdam': {'Port of Newcastle': 13548.0,\n",
       "  'Port of Hedland': 11037.0,\n",
       "  'Port of Vienna': 4931.0,\n",
       "  'Port of Mina': 7284.0,\n",
       "  'Port of Antwerp': 144.0,\n",
       "  'Port of Santos': 6749.0,\n",
       "  'Port of Montreal': 3391.0,\n",
       "  'Port of Vancouver': 11541.0,\n",
       "  'Port of Shanghai': 11999.0,\n",
       "  'Port of Hamburg_Czeck': 341.0,\n",
       "  'Port of Alexandria': 3756.0,\n",
       "  'Port of Marseille': 2430.0,\n",
       "  'Port of Hamburg_Germany': 341.0,\n",
       "  'Port of Budapest': 4817.0,\n",
       "  'Port of Jawaharlal Nehru': 7173.0,\n",
       "  'Port of Tanjung Priok': 9663.0,\n",
       "  'Port of Bandar Abbas': 6973.0,\n",
       "  'Port of Umm Qasr': 7555.0,\n",
       "  'Port of Haifa': 3894.0,\n",
       "  'Port of Gioia Tauro': 2754.0,\n",
       "  'Port of Nagoya': 12877.0,\n",
       "  'Port of Aqaba': 4231.0,\n",
       "  'Port of Busan': 12515.0,\n",
       "  'Port of Shuwaikh': 7510.0,\n",
       "  'Port of Beirut': 3852.0,\n",
       "  'Port of Manzanillo': 8736.0,\n",
       "  'Port of Rotterdam': 0.0,\n",
       "  'Port of Salalah': 6030.0,\n",
       "  'Port of Gaza': 3335.0,\n",
       "  'Port of Gdansk': 1058.0,\n",
       "  'Port of Doha': 7216.0,\n",
       "  'Port of King Abdul Aziz': 7338.0,\n",
       "  'Port of Jeddah': 4658.0,\n",
       "  'Port of Bratislava': 4920.0,\n",
       "  'Port of Durban': 8156.0,\n",
       "  'Port of Algeciras': 1652.0,\n",
       "  'Port of Gothenburg': 606.0,\n",
       "  'Port of Latakia': 3780.0,\n",
       "  'Port of Kaohsiung': 11434.0,\n",
       "  'Port of Bangkok': 10219.0,\n",
       "  'Port of Mersin': 3755.0,\n",
       "  'Port of Jebel Ali': 7029.0,\n",
       "  'Port of Immingham': 282.0,\n",
       "  'Port of New York': 3918.0,\n",
       "  'Port of Los Angeles': 10245.0,\n",
       "  'Port of Hodeidah': 5197.0},\n",
       " 'Port of Lagos': {'Port of Newcastle': 9819.0,\n",
       "  'Port of Hedland': 9048.0,\n",
       "  'Port of Vienna': 6700.0,\n",
       "  'Port of Mina': 8570.0,\n",
       "  'Port of Antwerp': 4653.0,\n",
       "  'Port of Santos': 4510.0,\n",
       "  'Port of Montreal': 7055.0,\n",
       "  'Port of Vancouver': 10321.0,\n",
       "  'Port of Shanghai': 12164.0,\n",
       "  'Port of Hamburg_Czeck': 5021.0,\n",
       "  'Port of Alexandria': 5524.0,\n",
       "  'Port of Marseille': 4198.0,\n",
       "  'Port of Hamburg_Germany': 5021.0,\n",
       "  'Port of Budapest': 6586.0,\n",
       "  'Port of Jawaharlal Nehru': 8460.0,\n",
       "  'Port of Tanjung Priok': 9279.0,\n",
       "  'Port of Bandar Abbas': 8260.0,\n",
       "  'Port of Umm Qasr': 8841.0,\n",
       "  'Port of Haifa': 5662.0,\n",
       "  'Port of Gioia Tauro': 4523.0,\n",
       "  'Port of Nagoya': 12403.0,\n",
       "  'Port of Aqaba': 6000.0,\n",
       "  'Port of Busan': 12691.0,\n",
       "  'Port of Shuwaikh': 8797.0,\n",
       "  'Port of Beirut': 5620.0,\n",
       "  'Port of Manzanillo': 7506.0,\n",
       "  'Port of Rotterdam': 4744.0,\n",
       "  'Port of Salalah': 7317.0,\n",
       "  'Port of Gaza': 5500.0,\n",
       "  'Port of Gdansk': 5740.0,\n",
       "  'Port of Doha': 8797.0,\n",
       "  'Port of King Abdul Aziz': 8624.0,\n",
       "  'Port of Jeddah': 6426.0,\n",
       "  'Port of Bratislava': 6688.0,\n",
       "  'Port of Durban': 3746.0,\n",
       "  'Port of Algeciras': 3421.0,\n",
       "  'Port of Gothenburg': 5287.0,\n",
       "  'Port of Latakia': 5548.0,\n",
       "  'Port of Kaohsiung': 11600.0,\n",
       "  'Port of Bangkok': 10649.0,\n",
       "  'Port of Mersin': 5523.0,\n",
       "  'Port of Jebel Ali': 8316.0,\n",
       "  'Port of Immingham': 4794.0,\n",
       "  'Port of New York': 6516.0,\n",
       "  'Port of Los Angeles': 9001.0,\n",
       "  'Port of Hodeidah': 6965.0},\n",
       " 'Port of Salalah': {'Port of Newcastle': 7936.0,\n",
       "  'Port of Hedland': 5424.0,\n",
       "  'Port of Vienna': 4476.0,\n",
       "  'Port of Mina': 1253.0,\n",
       "  'Port of Antwerp': 5939.0,\n",
       "  'Port of Santos': 8408.0,\n",
       "  'Port of Montreal': 8471.0,\n",
       "  'Port of Vancouver': 10461.0,\n",
       "  'Port of Shanghai': 6270.0,\n",
       "  'Port of Hamburg_Czeck': 6307.0,\n",
       "  'Port of Alexandria': 2397.0,\n",
       "  'Port of Marseille': 4081.0,\n",
       "  'Port of Hamburg_Germany': 6307.0,\n",
       "  'Port of Budapest': 4362.0,\n",
       "  'Port of Jawaharlal Nehru': 1143.0,\n",
       "  'Port of Tanjung Priok': 4050.0,\n",
       "  'Port of Bandar Abbas': 943.0,\n",
       "  'Port of Umm Qasr': 1524.0,\n",
       "  'Port of Haifa': 2367.0,\n",
       "  'Port of Gioia Tauro': 3367.0,\n",
       "  'Port of Nagoya': 7148.0,\n",
       "  'Port of Aqaba': 1943.0,\n",
       "  'Port of Busan': 6786.0,\n",
       "  'Port of Shuwaikh': 1480.0,\n",
       "  'Port of Beirut': 2416.0,\n",
       "  'Port of Manzanillo': 11791.0,\n",
       "  'Port of Rotterdam': 6030.0,\n",
       "  'Port of Salalah': 0.0,\n",
       "  'Port of Gaza': 2086.0,\n",
       "  'Port of Gdansk': 7025.0,\n",
       "  'Port of Doha': 1186.0,\n",
       "  'Port of King Abdul Aziz': 1307.0,\n",
       "  'Port of Jeddah': 1372.0,\n",
       "  'Port of Bratislava': 4464.0,\n",
       "  'Port of Durban': 3571.0,\n",
       "  'Port of Algeciras': 4378.0,\n",
       "  'Port of Gothenburg': 6418.0,\n",
       "  'Port of Latakia': 2582.0,\n",
       "  'Port of Kaohsiung': 5704.0,\n",
       "  'Port of Bangkok': 4490.0,\n",
       "  'Port of Mersin': 2577.0,\n",
       "  'Port of Jebel Ali': 999.0,\n",
       "  'Port of Immingham': 6081.0,\n",
       "  'Port of New York': 7930.0,\n",
       "  'Port of Los Angeles': 11137.0,\n",
       "  'Port of Hodeidah': 833.0},\n",
       " 'Port of Gdansk': {'Port of Newcastle': 14544.0,\n",
       "  'Port of Hedland': 12031.0,\n",
       "  'Port of Vienna': 5926.0,\n",
       "  'Port of Mina': 8277.0,\n",
       "  'Port of Antwerp': 1143.0,\n",
       "  'Port of Santos': 7745.0,\n",
       "  'Port of Montreal': 3878.0,\n",
       "  'Port of Vancouver': 12534.0,\n",
       "  'Port of Shanghai': 12993.0,\n",
       "  'Port of Hamburg_Czeck': 870.0,\n",
       "  'Port of Alexandria': 4750.0,\n",
       "  'Port of Marseille': 3425.0,\n",
       "  'Port of Hamburg_Germany': 870.0,\n",
       "  'Port of Budapest': 5812.0,\n",
       "  'Port of Jawaharlal Nehru': 8167.0,\n",
       "  'Port of Tanjung Priok': 10657.0,\n",
       "  'Port of Bandar Abbas': 7967.0,\n",
       "  'Port of Umm Qasr': 8548.0,\n",
       "  'Port of Haifa': 4889.0,\n",
       "  'Port of Gioia Tauro': 3749.0,\n",
       "  'Port of Nagoya': 13871.0,\n",
       "  'Port of Aqaba': 5224.0,\n",
       "  'Port of Busan': 13509.0,\n",
       "  'Port of Shuwaikh': 8504.0,\n",
       "  'Port of Beirut': 4847.0,\n",
       "  'Port of Manzanillo': 9730.0,\n",
       "  'Port of Rotterdam': 1058.0,\n",
       "  'Port of Salalah': 7025.0,\n",
       "  'Port of Gaza': 4119.0,\n",
       "  'Port of Gdansk': 0.0,\n",
       "  'Port of Doha': 8213.0,\n",
       "  'Port of King Abdul Aziz': 8334.0,\n",
       "  'Port of Jeddah': 5654.0,\n",
       "  'Port of Bratislava': 5915.0,\n",
       "  'Port of Durban': 9152.0,\n",
       "  'Port of Algeciras': 2649.0,\n",
       "  'Port of Gothenburg': 452.0,\n",
       "  'Port of Latakia': 4775.0,\n",
       "  'Port of Kaohsiung': 12430.0,\n",
       "  'Port of Bangkok': 11215.0,\n",
       "  'Port of Mersin': 4751.0,\n",
       "  'Port of Jebel Ali': 8025.0,\n",
       "  'Port of Immingham': 1166.0,\n",
       "  'Port of New York': 4316.0,\n",
       "  'Port of Los Angeles': 11242.0,\n",
       "  'Port of Hodeidah': 6190.0},\n",
       " 'Port of Doha': {'Port of Newcastle': 8477.0,\n",
       "  'Port of Hedland': 5966.0,\n",
       "  'Port of Vienna': 5662.0,\n",
       "  'Port of Mina': 140.0,\n",
       "  'Port of Antwerp': 7125.0,\n",
       "  'Port of Santos': 9594.0,\n",
       "  'Port of Montreal': 9657.0,\n",
       "  'Port of Vancouver': 10603.0,\n",
       "  'Port of Shanghai': 6814.0,\n",
       "  'Port of Hamburg_Czeck': 7493.0,\n",
       "  'Port of Alexandria': 3583.0,\n",
       "  'Port of Marseille': 5267.0,\n",
       "  'Port of Hamburg_Germany': 7493.0,\n",
       "  'Port of Budapest': 5547.0,\n",
       "  'Port of Jawaharlal Nehru': 1522.0,\n",
       "  'Port of Tanjung Priok': 4592.0,\n",
       "  'Port of Bandar Abbas': 355.0,\n",
       "  'Port of Umm Qasr': 490.0,\n",
       "  'Port of Haifa': 3553.0,\n",
       "  'Port of Gioia Tauro': 4553.0,\n",
       "  'Port of Nagoya': 7692.0,\n",
       "  'Port of Aqaba': 3423.0,\n",
       "  'Port of Busan': 7330.0,\n",
       "  'Port of Shuwaikh': 421.0,\n",
       "  'Port of Beirut': 3602.0,\n",
       "  'Port of Manzanillo': 12977.0,\n",
       "  'Port of Rotterdam': 7216.0,\n",
       "  'Port of Salalah': 1186.0,\n",
       "  'Port of Gaza': 3139.0,\n",
       "  'Port of Gdansk': 8213.0,\n",
       "  'Port of Doha': 0.0,\n",
       "  'Port of King Abdul Aziz': 219.0,\n",
       "  'Port of Jeddah': 2558.0,\n",
       "  'Port of Bratislava': 5650.0,\n",
       "  'Port of Durban': 4757.0,\n",
       "  'Port of Algeciras': 5564.0,\n",
       "  'Port of Gothenburg': 7757.0,\n",
       "  'Port of Latakia': 3767.0,\n",
       "  'Port of Kaohsiung': 6248.0,\n",
       "  'Port of Bangkok': 5034.0,\n",
       "  'Port of Mersin': 3763.0,\n",
       "  'Port of Jebel Ali': 187.0,\n",
       "  'Port of Immingham': 7267.0,\n",
       "  'Port of New York': 9392.0,\n",
       "  'Port of Los Angeles': 11279.0,\n",
       "  'Port of Hodeidah': 2019.0},\n",
       " 'Port of King Abdul Aziz': {'Port of Newcastle': 8585.0,\n",
       "  'Port of Hedland': 6074.0,\n",
       "  'Port of Vienna': 5783.0,\n",
       "  'Port of Mina': 108.0,\n",
       "  'Port of Antwerp': 7247.0,\n",
       "  'Port of Santos': 9716.0,\n",
       "  'Port of Montreal': 9778.0,\n",
       "  'Port of Vancouver': 10668.0,\n",
       "  'Port of Shanghai': 6922.0,\n",
       "  'Port of Hamburg_Czeck': 7615.0,\n",
       "  'Port of Alexandria': 3704.0,\n",
       "  'Port of Marseille': 5388.0,\n",
       "  'Port of Hamburg_Germany': 7615.0,\n",
       "  'Port of Budapest': 5669.0,\n",
       "  'Port of Jawaharlal Nehru': 1630.0,\n",
       "  'Port of Tanjung Priok': 4700.0,\n",
       "  'Port of Bandar Abbas': 365.0,\n",
       "  'Port of Umm Qasr': 274.0,\n",
       "  'Port of Haifa': 3674.0,\n",
       "  'Port of Gioia Tauro': 4674.0,\n",
       "  'Port of Nagoya': 7800.0,\n",
       "  'Port of Aqaba': 3250.0,\n",
       "  'Port of Busan': 7438.0,\n",
       "  'Port of Shuwaikh': 203.0,\n",
       "  'Port of Beirut': 3724.0,\n",
       "  'Port of Manzanillo': 13099.0,\n",
       "  'Port of Rotterdam': 7338.0,\n",
       "  'Port of Salalah': 1307.0,\n",
       "  'Port of Gaza': 3203.0,\n",
       "  'Port of Gdansk': 8334.0,\n",
       "  'Port of Doha': 219.0,\n",
       "  'Port of King Abdul Aziz': 0.0,\n",
       "  'Port of Jeddah': 2680.0,\n",
       "  'Port of Bratislava': 5771.0,\n",
       "  'Port of Durban': 4878.0,\n",
       "  'Port of Algeciras': 5685.0,\n",
       "  'Port of Gothenburg': 7879.0,\n",
       "  'Port of Latakia': 3889.0,\n",
       "  'Port of Kaohsiung': 6356.0,\n",
       "  'Port of Bangkok': 5142.0,\n",
       "  'Port of Mersin': 3885.0,\n",
       "  'Port of Jebel Ali': 389.0,\n",
       "  'Port of Immingham': 7388.0,\n",
       "  'Port of New York': 9222.0,\n",
       "  'Port of Los Angeles': 11344.0,\n",
       "  'Port of Hodeidah': 2141.0},\n",
       " 'Port of Jeddah': {'Port of Newcastle': 8890.0,\n",
       "  'Port of Hedland': 6379.0,\n",
       "  'Port of Vienna': 3103.0,\n",
       "  'Port of Mina': 2626.0,\n",
       "  'Port of Antwerp': 4567.0,\n",
       "  'Port of Santos': 8432.0,\n",
       "  'Port of Montreal': 7099.0,\n",
       "  'Port of Vancouver': 13108.0,\n",
       "  'Port of Shanghai': 7341.0,\n",
       "  'Port of Hamburg_Czeck': 4935.0,\n",
       "  'Port of Alexandria': 1024.0,\n",
       "  'Port of Marseille': 2709.0,\n",
       "  'Port of Hamburg_Germany': 4935.0,\n",
       "  'Port of Budapest': 2989.0,\n",
       "  'Port of Jawaharlal Nehru': 2515.0,\n",
       "  'Port of Tanjung Priok': 5005.0,\n",
       "  'Port of Bandar Abbas': 2315.0,\n",
       "  'Port of Umm Qasr': 2897.0,\n",
       "  'Port of Haifa': 995.0,\n",
       "  'Port of Gioia Tauro': 1994.0,\n",
       "  'Port of Nagoya': 8219.0,\n",
       "  'Port of Aqaba': 571.0,\n",
       "  'Port of Busan': 7857.0,\n",
       "  'Port of Shuwaikh': 2852.0,\n",
       "  'Port of Beirut': 1044.0,\n",
       "  'Port of Manzanillo': 10419.0,\n",
       "  'Port of Rotterdam': 4658.0,\n",
       "  'Port of Salalah': 1372.0,\n",
       "  'Port of Gaza': 828.0,\n",
       "  'Port of Gdansk': 5654.0,\n",
       "  'Port of Doha': 2558.0,\n",
       "  'Port of King Abdul Aziz': 2680.0,\n",
       "  'Port of Jeddah': 0.0,\n",
       "  'Port of Bratislava': 3092.0,\n",
       "  'Port of Durban': 4323.0,\n",
       "  'Port of Algeciras': 3006.0,\n",
       "  'Port of Gothenburg': 5200.0,\n",
       "  'Port of Latakia': 1209.0,\n",
       "  'Port of Kaohsiung': 6775.0,\n",
       "  'Port of Bangkok': 5561.0,\n",
       "  'Port of Mersin': 1205.0,\n",
       "  'Port of Jebel Ali': 2371.0,\n",
       "  'Port of Immingham': 4708.0,\n",
       "  'Port of New York': 6521.0,\n",
       "  'Port of Los Angeles': 11927.0,\n",
       "  'Port of Hodeidah': 539.0},\n",
       " 'Port of Singapore': {'Port of Newcastle': 4717.0,\n",
       "  'Port of Hedland': 2206.0,\n",
       "  'Port of Vienna': 7788.0,\n",
       "  'Port of Mina': 4226.0,\n",
       "  'Port of Antwerp': 9252.0,\n",
       "  'Port of Santos': 10863.0,\n",
       "  'Port of Montreal': 10507.0,\n",
       "  'Port of Vancouver': 7007.0,\n",
       "  'Port of Shanghai': 2692.0,\n",
       "  'Port of Hamburg_Czeck': 9621.0,\n",
       "  'Port of Alexandria': 5710.0,\n",
       "  'Port of Marseille': 7391.0,\n",
       "  'Port of Hamburg_Germany': 9621.0,\n",
       "  'Port of Budapest': 7674.0,\n",
       "  'Port of Jawaharlal Nehru': 2637.0,\n",
       "  'Port of Tanjung Priok': 591.0,\n",
       "  'Port of Bandar Abbas': 3902.0,\n",
       "  'Port of Umm Qasr': 4483.0,\n",
       "  'Port of Haifa': 5680.0,\n",
       "  'Port of Gioia Tauro': 6680.0,\n",
       "  'Port of Nagoya': 3570.0,\n",
       "  'Port of Aqaba': 5256.0,\n",
       "  'Port of Busan': 3208.0,\n",
       "  'Port of Shuwaikh': 4439.0,\n",
       "  'Port of Beirut': 5729.0,\n",
       "  'Port of Manzanillo': 15120.0,\n",
       "  'Port of Rotterdam': 9343.0,\n",
       "  'Port of Salalah': 3614.0,\n",
       "  'Port of Gaza': 5531.0,\n",
       "  'Port of Gdansk': 10337.0,\n",
       "  'Port of Doha': 4158.0,\n",
       "  'Port of King Abdul Aziz': 4266.0,\n",
       "  'Port of Jeddah': 4685.0,\n",
       "  'Port of Bratislava': 7777.0,\n",
       "  'Port of Durban': 6025.0,\n",
       "  'Port of Algeciras': 7691.0,\n",
       "  'Port of Gothenburg': 9883.0,\n",
       "  'Port of Latakia': 5894.0,\n",
       "  'Port of Kaohsiung': 2126.0,\n",
       "  'Port of Bangkok': 917.0,\n",
       "  'Port of Mersin': 5890.0,\n",
       "  'Port of Jebel Ali': 3971.0,\n",
       "  'Port of Immingham': 9393.0,\n",
       "  'Port of New York': 11205.0,\n",
       "  'Port of Los Angeles': 7683.0,\n",
       "  'Port of Hodeidah': 4146.0},\n",
       " 'Port of Durban': {'Port of Newcastle': 6531.0,\n",
       "  'Port of Hedland': 5302.0,\n",
       "  'Port of Vienna': 7426.0,\n",
       "  'Port of Mina': 4824.0,\n",
       "  'Port of Antwerp': 8066.0,\n",
       "  'Port of Santos': 4838.0,\n",
       "  'Port of Montreal': 10468.0,\n",
       "  'Port of Vancouver': 13733.0,\n",
       "  'Port of Shanghai': 8418.0,\n",
       "  'Port of Hamburg_Czeck': 8433.0,\n",
       "  'Port of Alexandria': 5347.0,\n",
       "  'Port of Marseille': 7032.0,\n",
       "  'Port of Hamburg_Germany': 8433.0,\n",
       "  'Port of Budapest': 7312.0,\n",
       "  'Port of Jawaharlal Nehru': 4714.0,\n",
       "  'Port of Tanjung Priok': 5533.0,\n",
       "  'Port of Bandar Abbas': 4514.0,\n",
       "  'Port of Umm Qasr': 5095.0,\n",
       "  'Port of Haifa': 5318.0,\n",
       "  'Port of Gioia Tauro': 6317.0,\n",
       "  'Port of Nagoya': 9308.0,\n",
       "  'Port of Aqaba': 4894.0,\n",
       "  'Port of Busan': 8939.0,\n",
       "  'Port of Shuwaikh': 5050.0,\n",
       "  'Port of Beirut': 5367.0,\n",
       "  'Port of Manzanillo': 10919.0,\n",
       "  'Port of Rotterdam': 8156.0,\n",
       "  'Port of Salalah': 3571.0,\n",
       "  'Port of Gaza': 7346.0,\n",
       "  'Port of Gdansk': 9152.0,\n",
       "  'Port of Doha': 4757.0,\n",
       "  'Port of King Abdul Aziz': 4878.0,\n",
       "  'Port of Jeddah': 4323.0,\n",
       "  'Port of Bratislava': 7415.0,\n",
       "  'Port of Durban': 0.0,\n",
       "  'Port of Algeciras': 6834.0,\n",
       "  'Port of Gothenburg': 8698.0,\n",
       "  'Port of Latakia': 5534.0,\n",
       "  'Port of Kaohsiung': 7930.0,\n",
       "  'Port of Bangkok': 6941.0,\n",
       "  'Port of Mersin': 5530.0,\n",
       "  'Port of Jebel Ali': 4572.0,\n",
       "  'Port of Immingham': 8207.0,\n",
       "  'Port of New York': 9902.0,\n",
       "  'Port of Los Angeles': 12410.0,\n",
       "  'Port of Hodeidah': 3786.0},\n",
       " 'Port of Algeciras': {'Port of Newcastle': 11896.0,\n",
       "  'Port of Hedland': 9385.0,\n",
       "  'Port of Vienna': 3279.0,\n",
       "  'Port of Mina': 5631.0,\n",
       "  'Port of Antwerp': 1561.0,\n",
       "  'Port of Santos': 5426.0,\n",
       "  'Port of Montreal': 4093.0,\n",
       "  'Port of Vancouver': 10218.0,\n",
       "  'Port of Shanghai': 10346.0,\n",
       "  'Port of Hamburg_Czeck': 1929.0,\n",
       "  'Port of Alexandria': 2103.0,\n",
       "  'Port of Marseille': 778.0,\n",
       "  'Port of Hamburg_Germany': 1929.0,\n",
       "  'Port of Budapest': 3165.0,\n",
       "  'Port of Jawaharlal Nehru': 5521.0,\n",
       "  'Port of Tanjung Priok': 8011.0,\n",
       "  'Port of Bandar Abbas': 5321.0,\n",
       "  'Port of Umm Qasr': 5902.0,\n",
       "  'Port of Haifa': 2242.0,\n",
       "  'Port of Gioia Tauro': 1102.0,\n",
       "  'Port of Nagoya': 11224.0,\n",
       "  'Port of Aqaba': 2579.0,\n",
       "  'Port of Busan': 10863.0,\n",
       "  'Port of Shuwaikh': 5858.0,\n",
       "  'Port of Beirut': 2200.0,\n",
       "  'Port of Manzanillo': 7413.0,\n",
       "  'Port of Rotterdam': 1652.0,\n",
       "  'Port of Salalah': 4378.0,\n",
       "  'Port of Gaza': 2004.0,\n",
       "  'Port of Gdansk': 2649.0,\n",
       "  'Port of Doha': 5564.0,\n",
       "  'Port of King Abdul Aziz': 5685.0,\n",
       "  'Port of Jeddah': 3006.0,\n",
       "  'Port of Bratislava': 3267.0,\n",
       "  'Port of Durban': 6834.0,\n",
       "  'Port of Algeciras': 0.0,\n",
       "  'Port of Gothenburg': 2195.0,\n",
       "  'Port of Latakia': 2127.0,\n",
       "  'Port of Kaohsiung': 9782.0,\n",
       "  'Port of Bangkok': 8567.0,\n",
       "  'Port of Mersin': 2102.0,\n",
       "  'Port of Jebel Ali': 5377.0,\n",
       "  'Port of Immingham': 1703.0,\n",
       "  'Port of New York': 3515.0,\n",
       "  'Port of Los Angeles': 8922.0,\n",
       "  'Port of Hodeidah': 3545.0},\n",
       " 'Port of Bangkok': {'Port of Newcastle': 5436.0,\n",
       "  'Port of Hedland': 3109.0,\n",
       "  'Port of Vienna': 8664.0,\n",
       "  'Port of Mina': 5102.0,\n",
       "  'Port of Antwerp': 10128.0,\n",
       "  'Port of Santos': 11741.0,\n",
       "  'Port of Montreal': 12660.0,\n",
       "  'Port of Vancouver': 7026.0,\n",
       "  'Port of Shanghai': 2872.0,\n",
       "  'Port of Hamburg_Czeck': 10496.0,\n",
       "  'Port of Alexandria': 6585.0,\n",
       "  'Port of Marseille': 8270.0,\n",
       "  'Port of Hamburg_Germany': 10496.0,\n",
       "  'Port of Budapest': 8550.0,\n",
       "  'Port of Jawaharlal Nehru': 3513.0,\n",
       "  'Port of Tanjung Priok': 1449.0,\n",
       "  'Port of Bandar Abbas': 4778.0,\n",
       "  'Port of Umm Qasr': 5359.0,\n",
       "  'Port of Haifa': 6556.0,\n",
       "  'Port of Gioia Tauro': 7555.0,\n",
       "  'Port of Nagoya': 3750.0,\n",
       "  'Port of Aqaba': 6132.0,\n",
       "  'Port of Busan': 3388.0,\n",
       "  'Port of Shuwaikh': 5315.0,\n",
       "  'Port of Beirut': 6605.0,\n",
       "  'Port of Manzanillo': 8865.0,\n",
       "  'Port of Rotterdam': 10219.0,\n",
       "  'Port of Salalah': 4490.0,\n",
       "  'Port of Gaza': 6341.0,\n",
       "  'Port of Gdansk': 11215.0,\n",
       "  'Port of Doha': 5034.0,\n",
       "  'Port of King Abdul Aziz': 5142.0,\n",
       "  'Port of Jeddah': 5561.0,\n",
       "  'Port of Bratislava': 8653.0,\n",
       "  'Port of Durban': 6941.0,\n",
       "  'Port of Algeciras': 8567.0,\n",
       "  'Port of Gothenburg': 10763.0,\n",
       "  'Port of Latakia': 6770.0,\n",
       "  'Port of Kaohsiung': 2307.0,\n",
       "  'Port of Bangkok': 0.0,\n",
       "  'Port of Mersin': 6766.0,\n",
       "  'Port of Jebel Ali': 4847.0,\n",
       "  'Port of Immingham': 10269.0,\n",
       "  'Port of New York': 12081.0,\n",
       "  'Port of Los Angeles': 7730.0,\n",
       "  'Port of Hodeidah': 5022.0},\n",
       " 'Port of Jebel Ali': {'Port of Newcastle': 8290.0,\n",
       "  'Port of Hedland': 5779.0,\n",
       "  'Port of Vienna': 5475.0,\n",
       "  'Port of Mina': 327.0,\n",
       "  'Port of Antwerp': 6938.0,\n",
       "  'Port of Santos': 9407.0,\n",
       "  'Port of Montreal': 9470.0,\n",
       "  'Port of Vancouver': 10440.0,\n",
       "  'Port of Shanghai': 6627.0,\n",
       "  'Port of Hamburg_Czeck': 7306.0,\n",
       "  'Port of Alexandria': 3396.0,\n",
       "  'Port of Marseille': 5080.0,\n",
       "  'Port of Hamburg_Germany': 7306.0,\n",
       "  'Port of Budapest': 5360.0,\n",
       "  'Port of Jawaharlal Nehru': 1335.0,\n",
       "  'Port of Tanjung Priok': 4405.0,\n",
       "  'Port of Bandar Abbas': 173.0,\n",
       "  'Port of Umm Qasr': 606.0,\n",
       "  'Port of Haifa': 3366.0,\n",
       "  'Port of Gioia Tauro': 4366.0,\n",
       "  'Port of Nagoya': 7505.0,\n",
       "  'Port of Aqaba': 2942.0,\n",
       "  'Port of Busan': 7143.0,\n",
       "  'Port of Shuwaikh': 562.0,\n",
       "  'Port of Beirut': 3415.0,\n",
       "  'Port of Manzanillo': 12790.0,\n",
       "  'Port of Rotterdam': 7029.0,\n",
       "  'Port of Salalah': 999.0,\n",
       "  'Port of Gaza': 2975.0,\n",
       "  'Port of Gdansk': 8025.0,\n",
       "  'Port of Doha': 187.0,\n",
       "  'Port of King Abdul Aziz': 389.0,\n",
       "  'Port of Jeddah': 2371.0,\n",
       "  'Port of Bratislava': 5463.0,\n",
       "  'Port of Durban': 4572.0,\n",
       "  'Port of Algeciras': 5377.0,\n",
       "  'Port of Gothenburg': 7573.0,\n",
       "  'Port of Latakia': 3580.0,\n",
       "  'Port of Kaohsiung': 6063.0,\n",
       "  'Port of Bangkok': 4847.0,\n",
       "  'Port of Mersin': 3576.0,\n",
       "  'Port of Jebel Ali': 0.0,\n",
       "  'Port of Immingham': 7080.0,\n",
       "  'Port of New York': 8918.0,\n",
       "  'Port of Los Angeles': 11116.0,\n",
       "  'Port of Hodeidah': 1832.0},\n",
       " 'Port of Immingham': {'Port of Newcastle': 13598.0,\n",
       "  'Port of Hedland': 11088.0,\n",
       "  'Port of Vienna': 4982.0,\n",
       "  'Port of Mina': 7334.0,\n",
       "  'Port of Antwerp': 313.0,\n",
       "  'Port of Santos': 6799.0,\n",
       "  'Port of Montreal': 3435.0,\n",
       "  'Port of Vancouver': 11591.0,\n",
       "  'Port of Shanghai': 12049.0,\n",
       "  'Port of Hamburg_Czeck': 448.0,\n",
       "  'Port of Alexandria': 3806.0,\n",
       "  'Port of Marseille': 2481.0,\n",
       "  'Port of Hamburg_Germany': 448.0,\n",
       "  'Port of Budapest': 4868.0,\n",
       "  'Port of Jawaharlal Nehru': 7224.0,\n",
       "  'Port of Tanjung Priok': 9714.0,\n",
       "  'Port of Bandar Abbas': 7023.0,\n",
       "  'Port of Umm Qasr': 7605.0,\n",
       "  'Port of Haifa': 3944.0,\n",
       "  'Port of Gioia Tauro': 2805.0,\n",
       "  'Port of Nagoya': 12927.0,\n",
       "  'Port of Aqaba': 4282.0,\n",
       "  'Port of Busan': 12565.0,\n",
       "  'Port of Shuwaikh': 7560.0,\n",
       "  'Port of Beirut': 3903.0,\n",
       "  'Port of Manzanillo': 8787.0,\n",
       "  'Port of Rotterdam': 282.0,\n",
       "  'Port of Salalah': 6081.0,\n",
       "  'Port of Gaza': 3399.0,\n",
       "  'Port of Gdansk': 1166.0,\n",
       "  'Port of Doha': 7267.0,\n",
       "  'Port of King Abdul Aziz': 7388.0,\n",
       "  'Port of Jeddah': 4708.0,\n",
       "  'Port of Bratislava': 4970.0,\n",
       "  'Port of Durban': 8207.0,\n",
       "  'Port of Algeciras': 1703.0,\n",
       "  'Port of Gothenburg': 714.0,\n",
       "  'Port of Latakia': 3830.0,\n",
       "  'Port of Kaohsiung': 11485.0,\n",
       "  'Port of Bangkok': 10269.0,\n",
       "  'Port of Mersin': 3804.0,\n",
       "  'Port of Jebel Ali': 7080.0,\n",
       "  'Port of Immingham': 0.0,\n",
       "  'Port of New York': 3968.0,\n",
       "  'Port of Los Angeles': 10295.0,\n",
       "  'Port of Hodeidah': 5247.0},\n",
       " 'Port of New York': {'Port of Newcastle': 9689.0,\n",
       "  'Port of Hedland': 12899.0,\n",
       "  'Port of Vienna': 6839.0,\n",
       "  'Port of Mina': 9168.0,\n",
       "  'Port of Antwerp': 3827.0,\n",
       "  'Port of Santos': 6148.0,\n",
       "  'Port of Montreal': 1729.0,\n",
       "  'Port of Vancouver': 7051.0,\n",
       "  'Port of Shanghai': 10547.0,\n",
       "  'Port of Hamburg_Czeck': 4195.0,\n",
       "  'Port of Alexandria': 5618.0,\n",
       "  'Port of Marseille': 4293.0,\n",
       "  'Port of Hamburg_Germany': 4195.0,\n",
       "  'Port of Budapest': 6728.0,\n",
       "  'Port of Jawaharlal Nehru': 9036.0,\n",
       "  'Port of Tanjung Priok': 11525.0,\n",
       "  'Port of Bandar Abbas': 8862.0,\n",
       "  'Port of Umm Qasr': 9417.0,\n",
       "  'Port of Haifa': 5756.0,\n",
       "  'Port of Gioia Tauro': 4617.0,\n",
       "  'Port of Nagoya': 9835.0,\n",
       "  'Port of Aqaba': 6104.0,\n",
       "  'Port of Busan': 10108.0,\n",
       "  'Port of Shuwaikh': 9392.0,\n",
       "  'Port of Beirut': 5715.0,\n",
       "  'Port of Manzanillo': 4237.0,\n",
       "  'Port of Rotterdam': 3918.0,\n",
       "  'Port of Salalah': 7930.0,\n",
       "  'Port of Gaza': 5196.0,\n",
       "  'Port of Gdansk': 4316.0,\n",
       "  'Port of Doha': 9392.0,\n",
       "  'Port of King Abdul Aziz': 9222.0,\n",
       "  'Port of Jeddah': 6521.0,\n",
       "  'Port of Bratislava': 6830.0,\n",
       "  'Port of Durban': 9902.0,\n",
       "  'Port of Algeciras': 3515.0,\n",
       "  'Port of Gothenburg': 3864.0,\n",
       "  'Port of Latakia': 5642.0,\n",
       "  'Port of Kaohsiung': 10972.0,\n",
       "  'Port of Bangkok': 12081.0,\n",
       "  'Port of Mersin': 5617.0,\n",
       "  'Port of Jebel Ali': 8918.0,\n",
       "  'Port of Immingham': 3968.0,\n",
       "  'Port of New York': 0.0,\n",
       "  'Port of Los Angeles': 5734.0,\n",
       "  'Port of Hodeidah': 7105.0},\n",
       " 'Port of Los Angeles': {'Port of Newcastle': 6466.0,\n",
       "  'Port of Hedland': 7885.0,\n",
       "  'Port of Vienna': 12171.0,\n",
       "  'Port of Mina': 14552.0,\n",
       "  'Port of Antwerp': 10154.0,\n",
       "  'Port of Santos': 8718.0,\n",
       "  'Port of Montreal': 7389.0,\n",
       "  'Port of Vancouver': 1319.0,\n",
       "  'Port of Shanghai': 5688.0,\n",
       "  'Port of Hamburg_Czeck': 10522.0,\n",
       "  'Port of Alexandria': 11025.0,\n",
       "  'Port of Marseille': 9700.0,\n",
       "  'Port of Hamburg_Germany': 10522.0,\n",
       "  'Port of Budapest': 12056.0,\n",
       "  'Port of Jawaharlal Nehru': 10104.0,\n",
       "  'Port of Tanjung Priok': 7910.0,\n",
       "  'Port of Bandar Abbas': 11057.0,\n",
       "  'Port of Umm Qasr': 11524.0,\n",
       "  'Port of Haifa': 11048.0,\n",
       "  'Port of Gioia Tauro': 10024.0,\n",
       "  'Port of Nagoya': 4992.0,\n",
       "  'Port of Aqaba': 11501.0,\n",
       "  'Port of Busan': 5249.0,\n",
       "  'Port of Shuwaikh': 11504.0,\n",
       "  'Port of Beirut': 11122.0,\n",
       "  'Port of Manzanillo': 1490.0,\n",
       "  'Port of Rotterdam': 10245.0,\n",
       "  'Port of Salalah': 11137.0,\n",
       "  'Port of Gaza': 9280.0,\n",
       "  'Port of Gdansk': 11242.0,\n",
       "  'Port of Doha': 11279.0,\n",
       "  'Port of King Abdul Aziz': 11344.0,\n",
       "  'Port of Jeddah': 11927.0,\n",
       "  'Port of Bratislava': 12158.0,\n",
       "  'Port of Durban': 12410.0,\n",
       "  'Port of Algeciras': 8922.0,\n",
       "  'Port of Gothenburg': 10789.0,\n",
       "  'Port of Latakia': 11049.0,\n",
       "  'Port of Kaohsiung': 6129.0,\n",
       "  'Port of Bangkok': 7730.0,\n",
       "  'Port of Mersin': 11024.0,\n",
       "  'Port of Jebel Ali': 11116.0,\n",
       "  'Port of Immingham': 10295.0,\n",
       "  'Port of New York': 5734.0,\n",
       "  'Port of Los Angeles': 0.0,\n",
       "  'Port of Hodeidah': 12465.0},\n",
       " 'Port of Saigon': {'Port of Newcastle': 4876.0,\n",
       "  'Port of Hedland': 2659.0,\n",
       "  'Port of Vienna': 8528.0,\n",
       "  'Port of Mina': 4964.0,\n",
       "  'Port of Antwerp': 9991.0,\n",
       "  'Port of Santos': 11334.0,\n",
       "  'Port of Montreal': 12523.0,\n",
       "  'Port of Vancouver': 2659.0,\n",
       "  'Port of Shanghai': 1997.0,\n",
       "  'Port of Hamburg_Czeck': 10360.0,\n",
       "  'Port of Alexandria': 6448.0,\n",
       "  'Port of Marseille': 8133.0,\n",
       "  'Port of Hamburg_Germany': 10360.0,\n",
       "  'Port of Budapest': 8413.0,\n",
       "  'Port of Jawaharlal Nehru': 3376.0,\n",
       "  'Port of Tanjung Priok': 993.0,\n",
       "  'Port of Bandar Abbas': 4640.0,\n",
       "  'Port of Umm Qasr': 5221.0,\n",
       "  'Port of Haifa': 6418.0,\n",
       "  'Port of Gioia Tauro': 7418.0,\n",
       "  'Port of Nagoya': 2881.0,\n",
       "  'Port of Aqaba': 5994.0,\n",
       "  'Port of Busan': 2520.0,\n",
       "  'Port of Shuwaikh': 5177.0,\n",
       "  'Port of Beirut': 6467.0,\n",
       "  'Port of Manzanillo': 15842.0,\n",
       "  'Port of Rotterdam': 10082.0,\n",
       "  'Port of Salalah': 4353.0,\n",
       "  'Port of Gaza': 6368.0,\n",
       "  'Port of Gdansk': 11079.0,\n",
       "  'Port of Doha': 4896.0,\n",
       "  'Port of King Abdul Aziz': 5004.0,\n",
       "  'Port of Jeddah': 5423.0,\n",
       "  'Port of Bratislava': 8516.0,\n",
       "  'Port of Durban': 6577.0,\n",
       "  'Port of Algeciras': 8430.0,\n",
       "  'Port of Gothenburg': 10626.0,\n",
       "  'Port of Latakia': 6633.0,\n",
       "  'Port of Kaohsiung': 1434.0,\n",
       "  'Port of Bangkok': 870.0,\n",
       "  'Port of Mersin': 6628.0,\n",
       "  'Port of Jebel Ali': 4709.0,\n",
       "  'Port of Immingham': 10133.0,\n",
       "  'Port of New York': 11986.0,\n",
       "  'Port of Los Angeles': 593.0,\n",
       "  'Port of Hodeidah': 4884.0}}"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "distance"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Plastic Demand\n",
    "plastic_demand=dict(zip(demand_points, [1836916.4000,10483669.4300,644911.8000,1879080.0000,3539318.5900,390810.0000,5879772.8900,1371830.8000,43094265.7100,12214338.7000,49140.0000,15997815.6400,19755457.9100,2248890.0000,60676592.4000,9150002.3600,163590.0000,10920.0000,1890.0000,2183770.3500,95804686.5900,2055060.0000,69461024.6600,3406764.9300,30240.0000,3304560.0000,1082857.2700,210.0000,0.0000,1608748.3500,3377010.0000,4663931.3800,1608768.6200,6011319.5800,1494150.0000,10413482.9200,1099678.9300,11970.0000,5584087.7400,20849268.5100,9017750.2800,264810.0000,9106539.1300,51496957.2400,20905903.4500,2100.0000]))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Newcastle': 1836916.4,\n",
       " 'Port of Hedland': 10483669.43,\n",
       " 'Port of Vienna': 644911.8,\n",
       " 'Port of Mina': 1879080.0,\n",
       " 'Port of Antwerp': 3539318.59,\n",
       " 'Port of Santos': 390810.0,\n",
       " 'Port of Montreal': 5879772.89,\n",
       " 'Port of Vancouver': 1371830.8,\n",
       " 'Port of Shanghai': 43094265.71,\n",
       " 'Port of Hamburg_Czeck': 12214338.7,\n",
       " 'Port of Alexandria': 49140.0,\n",
       " 'Port of Marseille': 15997815.64,\n",
       " 'Port of Hamburg_Germany': 19755457.91,\n",
       " 'Port of Budapest': 2248890.0,\n",
       " 'Port of Jawaharlal Nehru': 60676592.4,\n",
       " 'Port of Tanjung Priok': 9150002.36,\n",
       " 'Port of Bandar Abbas': 163590.0,\n",
       " 'Port of Umm Qasr': 10920.0,\n",
       " 'Port of Haifa': 1890.0,\n",
       " 'Port of Gioia Tauro': 2183770.35,\n",
       " 'Port of Nagoya': 95804686.59,\n",
       " 'Port of Aqaba': 2055060.0,\n",
       " 'Port of Busan': 69461024.66,\n",
       " 'Port of Shuwaikh': 3406764.93,\n",
       " 'Port of Beirut': 30240.0,\n",
       " 'Port of Manzanillo': 3304560.0,\n",
       " 'Port of Rotterdam': 1082857.27,\n",
       " 'Port of Salalah': 210.0,\n",
       " 'Port of Gaza': 0.0,\n",
       " 'Port of Gdansk': 1608748.35,\n",
       " 'Port of Doha': 3377010.0,\n",
       " 'Port of King Abdul Aziz': 4663931.38,\n",
       " 'Port of Jeddah': 1608768.62,\n",
       " 'Port of Bratislava': 6011319.58,\n",
       " 'Port of Durban': 1494150.0,\n",
       " 'Port of Algeciras': 10413482.92,\n",
       " 'Port of Gothenburg': 1099678.93,\n",
       " 'Port of Latakia': 11970.0,\n",
       " 'Port of Kaohsiung': 5584087.74,\n",
       " 'Port of Bangkok': 20849268.51,\n",
       " 'Port of Mersin': 9017750.28,\n",
       " 'Port of Jebel Ali': 264810.0,\n",
       " 'Port of Immingham': 9106539.13,\n",
       " 'Port of New York': 51496957.24,\n",
       " 'Port of Los Angeles': 20905903.45,\n",
       " 'Port of Hodeidah': 2100.0}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plastic_demand"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "#Inputing the Plastic Supply\n",
    "plastic_supply=dict(zip(supply_points, [3484952.6435,3021067.5020,7945692.0017,1637839.3004,7771532.4984,234997919.6606,2509165.8953,731840.0219,6474235.9733,16669297.2185,10078880.5696,9565903.5174,13163659.9622,44795024.7538,887965.8933,12318631.8073,6272914.5326,2745849.6660,243946.6740,665974.4200,4350000.5481,1775931.7866,9520988.2609,5352440.4517,20157761.1392,1219733.3699,5144723.8347,19037885.5204,3995846.5198,5051019.5284,27723150.5426,19323708.4517,5599378.0942])) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Buenos Aires': 3484952.6435,\n",
       " 'Port of Antwerp': 3021067.502,\n",
       " 'Port of Santos': 7945692.0017,\n",
       " 'Port of Montreal': 1637839.3004,\n",
       " 'Port of Vancouver': 7771532.4984,\n",
       " 'Port of Shanghai': 234997919.6606,\n",
       " 'Buenaventura': 2509165.8953,\n",
       " 'Port of Alexandria': 731840.0219,\n",
       " 'Port of Marseille': 6474235.9733,\n",
       " 'Port of Hamburg_Germany': 16669297.2185,\n",
       " 'Port of Jawaharlal Nehru': 10078880.5696,\n",
       " 'Port of Gioia Tauro': 9565903.5174,\n",
       " 'Port of Nagoya': 13163659.9622,\n",
       " 'Port of Busan': 44795024.7538,\n",
       " 'Port of Shuwaikh': 887965.8933,\n",
       " 'Penang Port': 12318631.8073,\n",
       " 'Port of Manzanillo': 6272914.5326,\n",
       " 'Port of Rotterdam': 2745849.666,\n",
       " 'Port of Lagos': 243946.674,\n",
       " 'Port of Salalah': 665974.42,\n",
       " 'Port of Gdansk': 4350000.5481,\n",
       " 'Port of Doha': 1775931.7866,\n",
       " 'Port of King Abdul Aziz': 9520988.2609,\n",
       " 'Port of Jeddah': 5352440.4517,\n",
       " 'Port of Singapore': 20157761.1392,\n",
       " 'Port of Durban': 1219733.3699,\n",
       " 'Port of Algeciras': 5144723.8347,\n",
       " 'Port of Bangkok': 19037885.5204,\n",
       " 'Port of Jebel Ali': 3995846.5198,\n",
       " 'Port of Immingham': 5051019.5284,\n",
       " 'Port of New York': 27723150.5426,\n",
       " 'Port of Los Angeles': 19323708.4517,\n",
       " 'Port of Saigon': 5599378.0942}"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "plastic_supply"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set Problem Variables\n",
    "prob = LpProblem(\"Transportation\", LpMinimize)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "None\n",
       "VARIABLES"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Set Problem Variables\n",
    "routes = [(i,j) for i in supply_points for j in demand_points]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('Port of Buenos Aires', 'Port of Newcastle'),\n",
       " ('Port of Buenos Aires', 'Port of Hedland'),\n",
       " ('Port of Buenos Aires', 'Port of Vienna'),\n",
       " ('Port of Buenos Aires', 'Port of Mina'),\n",
       " ('Port of Buenos Aires', 'Port of Antwerp'),\n",
       " ('Port of Buenos Aires', 'Port of Santos'),\n",
       " ('Port of Buenos Aires', 'Port of Montreal'),\n",
       " ('Port of Buenos Aires', 'Port of Vancouver'),\n",
       " ('Port of Buenos Aires', 'Port of Shanghai'),\n",
       " ('Port of Buenos Aires', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Buenos Aires', 'Port of Alexandria'),\n",
       " ('Port of Buenos Aires', 'Port of Marseille'),\n",
       " ('Port of Buenos Aires', 'Port of Hamburg_Germany'),\n",
       " ('Port of Buenos Aires', 'Port of Budapest'),\n",
       " ('Port of Buenos Aires', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Buenos Aires', 'Port of Tanjung Priok'),\n",
       " ('Port of Buenos Aires', 'Port of Bandar Abbas'),\n",
       " ('Port of Buenos Aires', 'Port of Umm Qasr'),\n",
       " ('Port of Buenos Aires', 'Port of Haifa'),\n",
       " ('Port of Buenos Aires', 'Port of Gioia Tauro'),\n",
       " ('Port of Buenos Aires', 'Port of Nagoya'),\n",
       " ('Port of Buenos Aires', 'Port of Aqaba'),\n",
       " ('Port of Buenos Aires', 'Port of Busan'),\n",
       " ('Port of Buenos Aires', 'Port of Shuwaikh'),\n",
       " ('Port of Buenos Aires', 'Port of Beirut'),\n",
       " ('Port of Buenos Aires', 'Port of Manzanillo'),\n",
       " ('Port of Buenos Aires', 'Port of Rotterdam'),\n",
       " ('Port of Buenos Aires', 'Port of Salalah'),\n",
       " ('Port of Buenos Aires', 'Port of Gaza'),\n",
       " ('Port of Buenos Aires', 'Port of Gdansk'),\n",
       " ('Port of Buenos Aires', 'Port of Doha'),\n",
       " ('Port of Buenos Aires', 'Port of King Abdul Aziz'),\n",
       " ('Port of Buenos Aires', 'Port of Jeddah'),\n",
       " ('Port of Buenos Aires', 'Port of Bratislava'),\n",
       " ('Port of Buenos Aires', 'Port of Durban'),\n",
       " ('Port of Buenos Aires', 'Port of Algeciras'),\n",
       " ('Port of Buenos Aires', 'Port of Gothenburg'),\n",
       " ('Port of Buenos Aires', 'Port of Latakia'),\n",
       " ('Port of Buenos Aires', 'Port of Kaohsiung'),\n",
       " ('Port of Buenos Aires', 'Port of Bangkok'),\n",
       " ('Port of Buenos Aires', 'Port of Mersin'),\n",
       " ('Port of Buenos Aires', 'Port of Jebel Ali'),\n",
       " ('Port of Buenos Aires', 'Port of Immingham'),\n",
       " ('Port of Buenos Aires', 'Port of New York'),\n",
       " ('Port of Buenos Aires', 'Port of Los Angeles'),\n",
       " ('Port of Buenos Aires', 'Port of Hodeidah'),\n",
       " ('Port of Antwerp', 'Port of Newcastle'),\n",
       " ('Port of Antwerp', 'Port of Hedland'),\n",
       " ('Port of Antwerp', 'Port of Vienna'),\n",
       " ('Port of Antwerp', 'Port of Mina'),\n",
       " ('Port of Antwerp', 'Port of Antwerp'),\n",
       " ('Port of Antwerp', 'Port of Santos'),\n",
       " ('Port of Antwerp', 'Port of Montreal'),\n",
       " ('Port of Antwerp', 'Port of Vancouver'),\n",
       " ('Port of Antwerp', 'Port of Shanghai'),\n",
       " ('Port of Antwerp', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Antwerp', 'Port of Alexandria'),\n",
       " ('Port of Antwerp', 'Port of Marseille'),\n",
       " ('Port of Antwerp', 'Port of Hamburg_Germany'),\n",
       " ('Port of Antwerp', 'Port of Budapest'),\n",
       " ('Port of Antwerp', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Antwerp', 'Port of Tanjung Priok'),\n",
       " ('Port of Antwerp', 'Port of Bandar Abbas'),\n",
       " ('Port of Antwerp', 'Port of Umm Qasr'),\n",
       " ('Port of Antwerp', 'Port of Haifa'),\n",
       " ('Port of Antwerp', 'Port of Gioia Tauro'),\n",
       " ('Port of Antwerp', 'Port of Nagoya'),\n",
       " ('Port of Antwerp', 'Port of Aqaba'),\n",
       " ('Port of Antwerp', 'Port of Busan'),\n",
       " ('Port of Antwerp', 'Port of Shuwaikh'),\n",
       " ('Port of Antwerp', 'Port of Beirut'),\n",
       " ('Port of Antwerp', 'Port of Manzanillo'),\n",
       " ('Port of Antwerp', 'Port of Rotterdam'),\n",
       " ('Port of Antwerp', 'Port of Salalah'),\n",
       " ('Port of Antwerp', 'Port of Gaza'),\n",
       " ('Port of Antwerp', 'Port of Gdansk'),\n",
       " ('Port of Antwerp', 'Port of Doha'),\n",
       " ('Port of Antwerp', 'Port of King Abdul Aziz'),\n",
       " ('Port of Antwerp', 'Port of Jeddah'),\n",
       " ('Port of Antwerp', 'Port of Bratislava'),\n",
       " ('Port of Antwerp', 'Port of Durban'),\n",
       " ('Port of Antwerp', 'Port of Algeciras'),\n",
       " ('Port of Antwerp', 'Port of Gothenburg'),\n",
       " ('Port of Antwerp', 'Port of Latakia'),\n",
       " ('Port of Antwerp', 'Port of Kaohsiung'),\n",
       " ('Port of Antwerp', 'Port of Bangkok'),\n",
       " ('Port of Antwerp', 'Port of Mersin'),\n",
       " ('Port of Antwerp', 'Port of Jebel Ali'),\n",
       " ('Port of Antwerp', 'Port of Immingham'),\n",
       " ('Port of Antwerp', 'Port of New York'),\n",
       " ('Port of Antwerp', 'Port of Los Angeles'),\n",
       " ('Port of Antwerp', 'Port of Hodeidah'),\n",
       " ('Port of Santos', 'Port of Newcastle'),\n",
       " ('Port of Santos', 'Port of Hedland'),\n",
       " ('Port of Santos', 'Port of Vienna'),\n",
       " ('Port of Santos', 'Port of Mina'),\n",
       " ('Port of Santos', 'Port of Antwerp'),\n",
       " ('Port of Santos', 'Port of Santos'),\n",
       " ('Port of Santos', 'Port of Montreal'),\n",
       " ('Port of Santos', 'Port of Vancouver'),\n",
       " ('Port of Santos', 'Port of Shanghai'),\n",
       " ('Port of Santos', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Santos', 'Port of Alexandria'),\n",
       " ('Port of Santos', 'Port of Marseille'),\n",
       " ('Port of Santos', 'Port of Hamburg_Germany'),\n",
       " ('Port of Santos', 'Port of Budapest'),\n",
       " ('Port of Santos', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Santos', 'Port of Tanjung Priok'),\n",
       " ('Port of Santos', 'Port of Bandar Abbas'),\n",
       " ('Port of Santos', 'Port of Umm Qasr'),\n",
       " ('Port of Santos', 'Port of Haifa'),\n",
       " ('Port of Santos', 'Port of Gioia Tauro'),\n",
       " ('Port of Santos', 'Port of Nagoya'),\n",
       " ('Port of Santos', 'Port of Aqaba'),\n",
       " ('Port of Santos', 'Port of Busan'),\n",
       " ('Port of Santos', 'Port of Shuwaikh'),\n",
       " ('Port of Santos', 'Port of Beirut'),\n",
       " ('Port of Santos', 'Port of Manzanillo'),\n",
       " ('Port of Santos', 'Port of Rotterdam'),\n",
       " ('Port of Santos', 'Port of Salalah'),\n",
       " ('Port of Santos', 'Port of Gaza'),\n",
       " ('Port of Santos', 'Port of Gdansk'),\n",
       " ('Port of Santos', 'Port of Doha'),\n",
       " ('Port of Santos', 'Port of King Abdul Aziz'),\n",
       " ('Port of Santos', 'Port of Jeddah'),\n",
       " ('Port of Santos', 'Port of Bratislava'),\n",
       " ('Port of Santos', 'Port of Durban'),\n",
       " ('Port of Santos', 'Port of Algeciras'),\n",
       " ('Port of Santos', 'Port of Gothenburg'),\n",
       " ('Port of Santos', 'Port of Latakia'),\n",
       " ('Port of Santos', 'Port of Kaohsiung'),\n",
       " ('Port of Santos', 'Port of Bangkok'),\n",
       " ('Port of Santos', 'Port of Mersin'),\n",
       " ('Port of Santos', 'Port of Jebel Ali'),\n",
       " ('Port of Santos', 'Port of Immingham'),\n",
       " ('Port of Santos', 'Port of New York'),\n",
       " ('Port of Santos', 'Port of Los Angeles'),\n",
       " ('Port of Santos', 'Port of Hodeidah'),\n",
       " ('Port of Montreal', 'Port of Newcastle'),\n",
       " ('Port of Montreal', 'Port of Hedland'),\n",
       " ('Port of Montreal', 'Port of Vienna'),\n",
       " ('Port of Montreal', 'Port of Mina'),\n",
       " ('Port of Montreal', 'Port of Antwerp'),\n",
       " ('Port of Montreal', 'Port of Santos'),\n",
       " ('Port of Montreal', 'Port of Montreal'),\n",
       " ('Port of Montreal', 'Port of Vancouver'),\n",
       " ('Port of Montreal', 'Port of Shanghai'),\n",
       " ('Port of Montreal', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Montreal', 'Port of Alexandria'),\n",
       " ('Port of Montreal', 'Port of Marseille'),\n",
       " ('Port of Montreal', 'Port of Hamburg_Germany'),\n",
       " ('Port of Montreal', 'Port of Budapest'),\n",
       " ('Port of Montreal', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Montreal', 'Port of Tanjung Priok'),\n",
       " ('Port of Montreal', 'Port of Bandar Abbas'),\n",
       " ('Port of Montreal', 'Port of Umm Qasr'),\n",
       " ('Port of Montreal', 'Port of Haifa'),\n",
       " ('Port of Montreal', 'Port of Gioia Tauro'),\n",
       " ('Port of Montreal', 'Port of Nagoya'),\n",
       " ('Port of Montreal', 'Port of Aqaba'),\n",
       " ('Port of Montreal', 'Port of Busan'),\n",
       " ('Port of Montreal', 'Port of Shuwaikh'),\n",
       " ('Port of Montreal', 'Port of Beirut'),\n",
       " ('Port of Montreal', 'Port of Manzanillo'),\n",
       " ('Port of Montreal', 'Port of Rotterdam'),\n",
       " ('Port of Montreal', 'Port of Salalah'),\n",
       " ('Port of Montreal', 'Port of Gaza'),\n",
       " ('Port of Montreal', 'Port of Gdansk'),\n",
       " ('Port of Montreal', 'Port of Doha'),\n",
       " ('Port of Montreal', 'Port of King Abdul Aziz'),\n",
       " ('Port of Montreal', 'Port of Jeddah'),\n",
       " ('Port of Montreal', 'Port of Bratislava'),\n",
       " ('Port of Montreal', 'Port of Durban'),\n",
       " ('Port of Montreal', 'Port of Algeciras'),\n",
       " ('Port of Montreal', 'Port of Gothenburg'),\n",
       " ('Port of Montreal', 'Port of Latakia'),\n",
       " ('Port of Montreal', 'Port of Kaohsiung'),\n",
       " ('Port of Montreal', 'Port of Bangkok'),\n",
       " ('Port of Montreal', 'Port of Mersin'),\n",
       " ('Port of Montreal', 'Port of Jebel Ali'),\n",
       " ('Port of Montreal', 'Port of Immingham'),\n",
       " ('Port of Montreal', 'Port of New York'),\n",
       " ('Port of Montreal', 'Port of Los Angeles'),\n",
       " ('Port of Montreal', 'Port of Hodeidah'),\n",
       " ('Port of Vancouver', 'Port of Newcastle'),\n",
       " ('Port of Vancouver', 'Port of Hedland'),\n",
       " ('Port of Vancouver', 'Port of Vienna'),\n",
       " ('Port of Vancouver', 'Port of Mina'),\n",
       " ('Port of Vancouver', 'Port of Antwerp'),\n",
       " ('Port of Vancouver', 'Port of Santos'),\n",
       " ('Port of Vancouver', 'Port of Montreal'),\n",
       " ('Port of Vancouver', 'Port of Vancouver'),\n",
       " ('Port of Vancouver', 'Port of Shanghai'),\n",
       " ('Port of Vancouver', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Vancouver', 'Port of Alexandria'),\n",
       " ('Port of Vancouver', 'Port of Marseille'),\n",
       " ('Port of Vancouver', 'Port of Hamburg_Germany'),\n",
       " ('Port of Vancouver', 'Port of Budapest'),\n",
       " ('Port of Vancouver', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Vancouver', 'Port of Tanjung Priok'),\n",
       " ('Port of Vancouver', 'Port of Bandar Abbas'),\n",
       " ('Port of Vancouver', 'Port of Umm Qasr'),\n",
       " ('Port of Vancouver', 'Port of Haifa'),\n",
       " ('Port of Vancouver', 'Port of Gioia Tauro'),\n",
       " ('Port of Vancouver', 'Port of Nagoya'),\n",
       " ('Port of Vancouver', 'Port of Aqaba'),\n",
       " ('Port of Vancouver', 'Port of Busan'),\n",
       " ('Port of Vancouver', 'Port of Shuwaikh'),\n",
       " ('Port of Vancouver', 'Port of Beirut'),\n",
       " ('Port of Vancouver', 'Port of Manzanillo'),\n",
       " ('Port of Vancouver', 'Port of Rotterdam'),\n",
       " ('Port of Vancouver', 'Port of Salalah'),\n",
       " ('Port of Vancouver', 'Port of Gaza'),\n",
       " ('Port of Vancouver', 'Port of Gdansk'),\n",
       " ('Port of Vancouver', 'Port of Doha'),\n",
       " ('Port of Vancouver', 'Port of King Abdul Aziz'),\n",
       " ('Port of Vancouver', 'Port of Jeddah'),\n",
       " ('Port of Vancouver', 'Port of Bratislava'),\n",
       " ('Port of Vancouver', 'Port of Durban'),\n",
       " ('Port of Vancouver', 'Port of Algeciras'),\n",
       " ('Port of Vancouver', 'Port of Gothenburg'),\n",
       " ('Port of Vancouver', 'Port of Latakia'),\n",
       " ('Port of Vancouver', 'Port of Kaohsiung'),\n",
       " ('Port of Vancouver', 'Port of Bangkok'),\n",
       " ('Port of Vancouver', 'Port of Mersin'),\n",
       " ('Port of Vancouver', 'Port of Jebel Ali'),\n",
       " ('Port of Vancouver', 'Port of Immingham'),\n",
       " ('Port of Vancouver', 'Port of New York'),\n",
       " ('Port of Vancouver', 'Port of Los Angeles'),\n",
       " ('Port of Vancouver', 'Port of Hodeidah'),\n",
       " ('Port of Shanghai', 'Port of Newcastle'),\n",
       " ('Port of Shanghai', 'Port of Hedland'),\n",
       " ('Port of Shanghai', 'Port of Vienna'),\n",
       " ('Port of Shanghai', 'Port of Mina'),\n",
       " ('Port of Shanghai', 'Port of Antwerp'),\n",
       " ('Port of Shanghai', 'Port of Santos'),\n",
       " ('Port of Shanghai', 'Port of Montreal'),\n",
       " ('Port of Shanghai', 'Port of Vancouver'),\n",
       " ('Port of Shanghai', 'Port of Shanghai'),\n",
       " ('Port of Shanghai', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Shanghai', 'Port of Alexandria'),\n",
       " ('Port of Shanghai', 'Port of Marseille'),\n",
       " ('Port of Shanghai', 'Port of Hamburg_Germany'),\n",
       " ('Port of Shanghai', 'Port of Budapest'),\n",
       " ('Port of Shanghai', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Shanghai', 'Port of Tanjung Priok'),\n",
       " ('Port of Shanghai', 'Port of Bandar Abbas'),\n",
       " ('Port of Shanghai', 'Port of Umm Qasr'),\n",
       " ('Port of Shanghai', 'Port of Haifa'),\n",
       " ('Port of Shanghai', 'Port of Gioia Tauro'),\n",
       " ('Port of Shanghai', 'Port of Nagoya'),\n",
       " ('Port of Shanghai', 'Port of Aqaba'),\n",
       " ('Port of Shanghai', 'Port of Busan'),\n",
       " ('Port of Shanghai', 'Port of Shuwaikh'),\n",
       " ('Port of Shanghai', 'Port of Beirut'),\n",
       " ('Port of Shanghai', 'Port of Manzanillo'),\n",
       " ('Port of Shanghai', 'Port of Rotterdam'),\n",
       " ('Port of Shanghai', 'Port of Salalah'),\n",
       " ('Port of Shanghai', 'Port of Gaza'),\n",
       " ('Port of Shanghai', 'Port of Gdansk'),\n",
       " ('Port of Shanghai', 'Port of Doha'),\n",
       " ('Port of Shanghai', 'Port of King Abdul Aziz'),\n",
       " ('Port of Shanghai', 'Port of Jeddah'),\n",
       " ('Port of Shanghai', 'Port of Bratislava'),\n",
       " ('Port of Shanghai', 'Port of Durban'),\n",
       " ('Port of Shanghai', 'Port of Algeciras'),\n",
       " ('Port of Shanghai', 'Port of Gothenburg'),\n",
       " ('Port of Shanghai', 'Port of Latakia'),\n",
       " ('Port of Shanghai', 'Port of Kaohsiung'),\n",
       " ('Port of Shanghai', 'Port of Bangkok'),\n",
       " ('Port of Shanghai', 'Port of Mersin'),\n",
       " ('Port of Shanghai', 'Port of Jebel Ali'),\n",
       " ('Port of Shanghai', 'Port of Immingham'),\n",
       " ('Port of Shanghai', 'Port of New York'),\n",
       " ('Port of Shanghai', 'Port of Los Angeles'),\n",
       " ('Port of Shanghai', 'Port of Hodeidah'),\n",
       " ('Buenaventura', 'Port of Newcastle'),\n",
       " ('Buenaventura', 'Port of Hedland'),\n",
       " ('Buenaventura', 'Port of Vienna'),\n",
       " ('Buenaventura', 'Port of Mina'),\n",
       " ('Buenaventura', 'Port of Antwerp'),\n",
       " ('Buenaventura', 'Port of Santos'),\n",
       " ('Buenaventura', 'Port of Montreal'),\n",
       " ('Buenaventura', 'Port of Vancouver'),\n",
       " ('Buenaventura', 'Port of Shanghai'),\n",
       " ('Buenaventura', 'Port of Hamburg_Czeck'),\n",
       " ('Buenaventura', 'Port of Alexandria'),\n",
       " ('Buenaventura', 'Port of Marseille'),\n",
       " ('Buenaventura', 'Port of Hamburg_Germany'),\n",
       " ('Buenaventura', 'Port of Budapest'),\n",
       " ('Buenaventura', 'Port of Jawaharlal Nehru'),\n",
       " ('Buenaventura', 'Port of Tanjung Priok'),\n",
       " ('Buenaventura', 'Port of Bandar Abbas'),\n",
       " ('Buenaventura', 'Port of Umm Qasr'),\n",
       " ('Buenaventura', 'Port of Haifa'),\n",
       " ('Buenaventura', 'Port of Gioia Tauro'),\n",
       " ('Buenaventura', 'Port of Nagoya'),\n",
       " ('Buenaventura', 'Port of Aqaba'),\n",
       " ('Buenaventura', 'Port of Busan'),\n",
       " ('Buenaventura', 'Port of Shuwaikh'),\n",
       " ('Buenaventura', 'Port of Beirut'),\n",
       " ('Buenaventura', 'Port of Manzanillo'),\n",
       " ('Buenaventura', 'Port of Rotterdam'),\n",
       " ('Buenaventura', 'Port of Salalah'),\n",
       " ('Buenaventura', 'Port of Gaza'),\n",
       " ('Buenaventura', 'Port of Gdansk'),\n",
       " ('Buenaventura', 'Port of Doha'),\n",
       " ('Buenaventura', 'Port of King Abdul Aziz'),\n",
       " ('Buenaventura', 'Port of Jeddah'),\n",
       " ('Buenaventura', 'Port of Bratislava'),\n",
       " ('Buenaventura', 'Port of Durban'),\n",
       " ('Buenaventura', 'Port of Algeciras'),\n",
       " ('Buenaventura', 'Port of Gothenburg'),\n",
       " ('Buenaventura', 'Port of Latakia'),\n",
       " ('Buenaventura', 'Port of Kaohsiung'),\n",
       " ('Buenaventura', 'Port of Bangkok'),\n",
       " ('Buenaventura', 'Port of Mersin'),\n",
       " ('Buenaventura', 'Port of Jebel Ali'),\n",
       " ('Buenaventura', 'Port of Immingham'),\n",
       " ('Buenaventura', 'Port of New York'),\n",
       " ('Buenaventura', 'Port of Los Angeles'),\n",
       " ('Buenaventura', 'Port of Hodeidah'),\n",
       " ('Port of Alexandria', 'Port of Newcastle'),\n",
       " ('Port of Alexandria', 'Port of Hedland'),\n",
       " ('Port of Alexandria', 'Port of Vienna'),\n",
       " ('Port of Alexandria', 'Port of Mina'),\n",
       " ('Port of Alexandria', 'Port of Antwerp'),\n",
       " ('Port of Alexandria', 'Port of Santos'),\n",
       " ('Port of Alexandria', 'Port of Montreal'),\n",
       " ('Port of Alexandria', 'Port of Vancouver'),\n",
       " ('Port of Alexandria', 'Port of Shanghai'),\n",
       " ('Port of Alexandria', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Alexandria', 'Port of Alexandria'),\n",
       " ('Port of Alexandria', 'Port of Marseille'),\n",
       " ('Port of Alexandria', 'Port of Hamburg_Germany'),\n",
       " ('Port of Alexandria', 'Port of Budapest'),\n",
       " ('Port of Alexandria', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Alexandria', 'Port of Tanjung Priok'),\n",
       " ('Port of Alexandria', 'Port of Bandar Abbas'),\n",
       " ('Port of Alexandria', 'Port of Umm Qasr'),\n",
       " ('Port of Alexandria', 'Port of Haifa'),\n",
       " ('Port of Alexandria', 'Port of Gioia Tauro'),\n",
       " ('Port of Alexandria', 'Port of Nagoya'),\n",
       " ('Port of Alexandria', 'Port of Aqaba'),\n",
       " ('Port of Alexandria', 'Port of Busan'),\n",
       " ('Port of Alexandria', 'Port of Shuwaikh'),\n",
       " ('Port of Alexandria', 'Port of Beirut'),\n",
       " ('Port of Alexandria', 'Port of Manzanillo'),\n",
       " ('Port of Alexandria', 'Port of Rotterdam'),\n",
       " ('Port of Alexandria', 'Port of Salalah'),\n",
       " ('Port of Alexandria', 'Port of Gaza'),\n",
       " ('Port of Alexandria', 'Port of Gdansk'),\n",
       " ('Port of Alexandria', 'Port of Doha'),\n",
       " ('Port of Alexandria', 'Port of King Abdul Aziz'),\n",
       " ('Port of Alexandria', 'Port of Jeddah'),\n",
       " ('Port of Alexandria', 'Port of Bratislava'),\n",
       " ('Port of Alexandria', 'Port of Durban'),\n",
       " ('Port of Alexandria', 'Port of Algeciras'),\n",
       " ('Port of Alexandria', 'Port of Gothenburg'),\n",
       " ('Port of Alexandria', 'Port of Latakia'),\n",
       " ('Port of Alexandria', 'Port of Kaohsiung'),\n",
       " ('Port of Alexandria', 'Port of Bangkok'),\n",
       " ('Port of Alexandria', 'Port of Mersin'),\n",
       " ('Port of Alexandria', 'Port of Jebel Ali'),\n",
       " ('Port of Alexandria', 'Port of Immingham'),\n",
       " ('Port of Alexandria', 'Port of New York'),\n",
       " ('Port of Alexandria', 'Port of Los Angeles'),\n",
       " ('Port of Alexandria', 'Port of Hodeidah'),\n",
       " ('Port of Marseille', 'Port of Newcastle'),\n",
       " ('Port of Marseille', 'Port of Hedland'),\n",
       " ('Port of Marseille', 'Port of Vienna'),\n",
       " ('Port of Marseille', 'Port of Mina'),\n",
       " ('Port of Marseille', 'Port of Antwerp'),\n",
       " ('Port of Marseille', 'Port of Santos'),\n",
       " ('Port of Marseille', 'Port of Montreal'),\n",
       " ('Port of Marseille', 'Port of Vancouver'),\n",
       " ('Port of Marseille', 'Port of Shanghai'),\n",
       " ('Port of Marseille', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Marseille', 'Port of Alexandria'),\n",
       " ('Port of Marseille', 'Port of Marseille'),\n",
       " ('Port of Marseille', 'Port of Hamburg_Germany'),\n",
       " ('Port of Marseille', 'Port of Budapest'),\n",
       " ('Port of Marseille', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Marseille', 'Port of Tanjung Priok'),\n",
       " ('Port of Marseille', 'Port of Bandar Abbas'),\n",
       " ('Port of Marseille', 'Port of Umm Qasr'),\n",
       " ('Port of Marseille', 'Port of Haifa'),\n",
       " ('Port of Marseille', 'Port of Gioia Tauro'),\n",
       " ('Port of Marseille', 'Port of Nagoya'),\n",
       " ('Port of Marseille', 'Port of Aqaba'),\n",
       " ('Port of Marseille', 'Port of Busan'),\n",
       " ('Port of Marseille', 'Port of Shuwaikh'),\n",
       " ('Port of Marseille', 'Port of Beirut'),\n",
       " ('Port of Marseille', 'Port of Manzanillo'),\n",
       " ('Port of Marseille', 'Port of Rotterdam'),\n",
       " ('Port of Marseille', 'Port of Salalah'),\n",
       " ('Port of Marseille', 'Port of Gaza'),\n",
       " ('Port of Marseille', 'Port of Gdansk'),\n",
       " ('Port of Marseille', 'Port of Doha'),\n",
       " ('Port of Marseille', 'Port of King Abdul Aziz'),\n",
       " ('Port of Marseille', 'Port of Jeddah'),\n",
       " ('Port of Marseille', 'Port of Bratislava'),\n",
       " ('Port of Marseille', 'Port of Durban'),\n",
       " ('Port of Marseille', 'Port of Algeciras'),\n",
       " ('Port of Marseille', 'Port of Gothenburg'),\n",
       " ('Port of Marseille', 'Port of Latakia'),\n",
       " ('Port of Marseille', 'Port of Kaohsiung'),\n",
       " ('Port of Marseille', 'Port of Bangkok'),\n",
       " ('Port of Marseille', 'Port of Mersin'),\n",
       " ('Port of Marseille', 'Port of Jebel Ali'),\n",
       " ('Port of Marseille', 'Port of Immingham'),\n",
       " ('Port of Marseille', 'Port of New York'),\n",
       " ('Port of Marseille', 'Port of Los Angeles'),\n",
       " ('Port of Marseille', 'Port of Hodeidah'),\n",
       " ('Port of Hamburg_Germany', 'Port of Newcastle'),\n",
       " ('Port of Hamburg_Germany', 'Port of Hedland'),\n",
       " ('Port of Hamburg_Germany', 'Port of Vienna'),\n",
       " ('Port of Hamburg_Germany', 'Port of Mina'),\n",
       " ('Port of Hamburg_Germany', 'Port of Antwerp'),\n",
       " ('Port of Hamburg_Germany', 'Port of Santos'),\n",
       " ('Port of Hamburg_Germany', 'Port of Montreal'),\n",
       " ('Port of Hamburg_Germany', 'Port of Vancouver'),\n",
       " ('Port of Hamburg_Germany', 'Port of Shanghai'),\n",
       " ('Port of Hamburg_Germany', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Hamburg_Germany', 'Port of Alexandria'),\n",
       " ('Port of Hamburg_Germany', 'Port of Marseille'),\n",
       " ('Port of Hamburg_Germany', 'Port of Hamburg_Germany'),\n",
       " ('Port of Hamburg_Germany', 'Port of Budapest'),\n",
       " ('Port of Hamburg_Germany', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Hamburg_Germany', 'Port of Tanjung Priok'),\n",
       " ('Port of Hamburg_Germany', 'Port of Bandar Abbas'),\n",
       " ('Port of Hamburg_Germany', 'Port of Umm Qasr'),\n",
       " ('Port of Hamburg_Germany', 'Port of Haifa'),\n",
       " ('Port of Hamburg_Germany', 'Port of Gioia Tauro'),\n",
       " ('Port of Hamburg_Germany', 'Port of Nagoya'),\n",
       " ('Port of Hamburg_Germany', 'Port of Aqaba'),\n",
       " ('Port of Hamburg_Germany', 'Port of Busan'),\n",
       " ('Port of Hamburg_Germany', 'Port of Shuwaikh'),\n",
       " ('Port of Hamburg_Germany', 'Port of Beirut'),\n",
       " ('Port of Hamburg_Germany', 'Port of Manzanillo'),\n",
       " ('Port of Hamburg_Germany', 'Port of Rotterdam'),\n",
       " ('Port of Hamburg_Germany', 'Port of Salalah'),\n",
       " ('Port of Hamburg_Germany', 'Port of Gaza'),\n",
       " ('Port of Hamburg_Germany', 'Port of Gdansk'),\n",
       " ('Port of Hamburg_Germany', 'Port of Doha'),\n",
       " ('Port of Hamburg_Germany', 'Port of King Abdul Aziz'),\n",
       " ('Port of Hamburg_Germany', 'Port of Jeddah'),\n",
       " ('Port of Hamburg_Germany', 'Port of Bratislava'),\n",
       " ('Port of Hamburg_Germany', 'Port of Durban'),\n",
       " ('Port of Hamburg_Germany', 'Port of Algeciras'),\n",
       " ('Port of Hamburg_Germany', 'Port of Gothenburg'),\n",
       " ('Port of Hamburg_Germany', 'Port of Latakia'),\n",
       " ('Port of Hamburg_Germany', 'Port of Kaohsiung'),\n",
       " ('Port of Hamburg_Germany', 'Port of Bangkok'),\n",
       " ('Port of Hamburg_Germany', 'Port of Mersin'),\n",
       " ('Port of Hamburg_Germany', 'Port of Jebel Ali'),\n",
       " ('Port of Hamburg_Germany', 'Port of Immingham'),\n",
       " ('Port of Hamburg_Germany', 'Port of New York'),\n",
       " ('Port of Hamburg_Germany', 'Port of Los Angeles'),\n",
       " ('Port of Hamburg_Germany', 'Port of Hodeidah'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Newcastle'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Hedland'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Vienna'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Mina'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Antwerp'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Santos'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Montreal'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Vancouver'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Shanghai'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Alexandria'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Marseille'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Hamburg_Germany'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Budapest'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Tanjung Priok'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Bandar Abbas'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Umm Qasr'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Haifa'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Gioia Tauro'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Nagoya'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Aqaba'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Busan'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Shuwaikh'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Beirut'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Manzanillo'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Rotterdam'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Salalah'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Gaza'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Gdansk'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Doha'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of King Abdul Aziz'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Jeddah'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Bratislava'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Durban'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Algeciras'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Gothenburg'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Latakia'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Kaohsiung'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Bangkok'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Mersin'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Jebel Ali'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Immingham'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of New York'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Los Angeles'),\n",
       " ('Port of Jawaharlal Nehru', 'Port of Hodeidah'),\n",
       " ('Port of Gioia Tauro', 'Port of Newcastle'),\n",
       " ('Port of Gioia Tauro', 'Port of Hedland'),\n",
       " ('Port of Gioia Tauro', 'Port of Vienna'),\n",
       " ('Port of Gioia Tauro', 'Port of Mina'),\n",
       " ('Port of Gioia Tauro', 'Port of Antwerp'),\n",
       " ('Port of Gioia Tauro', 'Port of Santos'),\n",
       " ('Port of Gioia Tauro', 'Port of Montreal'),\n",
       " ('Port of Gioia Tauro', 'Port of Vancouver'),\n",
       " ('Port of Gioia Tauro', 'Port of Shanghai'),\n",
       " ('Port of Gioia Tauro', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Gioia Tauro', 'Port of Alexandria'),\n",
       " ('Port of Gioia Tauro', 'Port of Marseille'),\n",
       " ('Port of Gioia Tauro', 'Port of Hamburg_Germany'),\n",
       " ('Port of Gioia Tauro', 'Port of Budapest'),\n",
       " ('Port of Gioia Tauro', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Gioia Tauro', 'Port of Tanjung Priok'),\n",
       " ('Port of Gioia Tauro', 'Port of Bandar Abbas'),\n",
       " ('Port of Gioia Tauro', 'Port of Umm Qasr'),\n",
       " ('Port of Gioia Tauro', 'Port of Haifa'),\n",
       " ('Port of Gioia Tauro', 'Port of Gioia Tauro'),\n",
       " ('Port of Gioia Tauro', 'Port of Nagoya'),\n",
       " ('Port of Gioia Tauro', 'Port of Aqaba'),\n",
       " ('Port of Gioia Tauro', 'Port of Busan'),\n",
       " ('Port of Gioia Tauro', 'Port of Shuwaikh'),\n",
       " ('Port of Gioia Tauro', 'Port of Beirut'),\n",
       " ('Port of Gioia Tauro', 'Port of Manzanillo'),\n",
       " ('Port of Gioia Tauro', 'Port of Rotterdam'),\n",
       " ('Port of Gioia Tauro', 'Port of Salalah'),\n",
       " ('Port of Gioia Tauro', 'Port of Gaza'),\n",
       " ('Port of Gioia Tauro', 'Port of Gdansk'),\n",
       " ('Port of Gioia Tauro', 'Port of Doha'),\n",
       " ('Port of Gioia Tauro', 'Port of King Abdul Aziz'),\n",
       " ('Port of Gioia Tauro', 'Port of Jeddah'),\n",
       " ('Port of Gioia Tauro', 'Port of Bratislava'),\n",
       " ('Port of Gioia Tauro', 'Port of Durban'),\n",
       " ('Port of Gioia Tauro', 'Port of Algeciras'),\n",
       " ('Port of Gioia Tauro', 'Port of Gothenburg'),\n",
       " ('Port of Gioia Tauro', 'Port of Latakia'),\n",
       " ('Port of Gioia Tauro', 'Port of Kaohsiung'),\n",
       " ('Port of Gioia Tauro', 'Port of Bangkok'),\n",
       " ('Port of Gioia Tauro', 'Port of Mersin'),\n",
       " ('Port of Gioia Tauro', 'Port of Jebel Ali'),\n",
       " ('Port of Gioia Tauro', 'Port of Immingham'),\n",
       " ('Port of Gioia Tauro', 'Port of New York'),\n",
       " ('Port of Gioia Tauro', 'Port of Los Angeles'),\n",
       " ('Port of Gioia Tauro', 'Port of Hodeidah'),\n",
       " ('Port of Nagoya', 'Port of Newcastle'),\n",
       " ('Port of Nagoya', 'Port of Hedland'),\n",
       " ('Port of Nagoya', 'Port of Vienna'),\n",
       " ('Port of Nagoya', 'Port of Mina'),\n",
       " ('Port of Nagoya', 'Port of Antwerp'),\n",
       " ('Port of Nagoya', 'Port of Santos'),\n",
       " ('Port of Nagoya', 'Port of Montreal'),\n",
       " ('Port of Nagoya', 'Port of Vancouver'),\n",
       " ('Port of Nagoya', 'Port of Shanghai'),\n",
       " ('Port of Nagoya', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Nagoya', 'Port of Alexandria'),\n",
       " ('Port of Nagoya', 'Port of Marseille'),\n",
       " ('Port of Nagoya', 'Port of Hamburg_Germany'),\n",
       " ('Port of Nagoya', 'Port of Budapest'),\n",
       " ('Port of Nagoya', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Nagoya', 'Port of Tanjung Priok'),\n",
       " ('Port of Nagoya', 'Port of Bandar Abbas'),\n",
       " ('Port of Nagoya', 'Port of Umm Qasr'),\n",
       " ('Port of Nagoya', 'Port of Haifa'),\n",
       " ('Port of Nagoya', 'Port of Gioia Tauro'),\n",
       " ('Port of Nagoya', 'Port of Nagoya'),\n",
       " ('Port of Nagoya', 'Port of Aqaba'),\n",
       " ('Port of Nagoya', 'Port of Busan'),\n",
       " ('Port of Nagoya', 'Port of Shuwaikh'),\n",
       " ('Port of Nagoya', 'Port of Beirut'),\n",
       " ('Port of Nagoya', 'Port of Manzanillo'),\n",
       " ('Port of Nagoya', 'Port of Rotterdam'),\n",
       " ('Port of Nagoya', 'Port of Salalah'),\n",
       " ('Port of Nagoya', 'Port of Gaza'),\n",
       " ('Port of Nagoya', 'Port of Gdansk'),\n",
       " ('Port of Nagoya', 'Port of Doha'),\n",
       " ('Port of Nagoya', 'Port of King Abdul Aziz'),\n",
       " ('Port of Nagoya', 'Port of Jeddah'),\n",
       " ('Port of Nagoya', 'Port of Bratislava'),\n",
       " ('Port of Nagoya', 'Port of Durban'),\n",
       " ('Port of Nagoya', 'Port of Algeciras'),\n",
       " ('Port of Nagoya', 'Port of Gothenburg'),\n",
       " ('Port of Nagoya', 'Port of Latakia'),\n",
       " ('Port of Nagoya', 'Port of Kaohsiung'),\n",
       " ('Port of Nagoya', 'Port of Bangkok'),\n",
       " ('Port of Nagoya', 'Port of Mersin'),\n",
       " ('Port of Nagoya', 'Port of Jebel Ali'),\n",
       " ('Port of Nagoya', 'Port of Immingham'),\n",
       " ('Port of Nagoya', 'Port of New York'),\n",
       " ('Port of Nagoya', 'Port of Los Angeles'),\n",
       " ('Port of Nagoya', 'Port of Hodeidah'),\n",
       " ('Port of Busan', 'Port of Newcastle'),\n",
       " ('Port of Busan', 'Port of Hedland'),\n",
       " ('Port of Busan', 'Port of Vienna'),\n",
       " ('Port of Busan', 'Port of Mina'),\n",
       " ('Port of Busan', 'Port of Antwerp'),\n",
       " ('Port of Busan', 'Port of Santos'),\n",
       " ('Port of Busan', 'Port of Montreal'),\n",
       " ('Port of Busan', 'Port of Vancouver'),\n",
       " ('Port of Busan', 'Port of Shanghai'),\n",
       " ('Port of Busan', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Busan', 'Port of Alexandria'),\n",
       " ('Port of Busan', 'Port of Marseille'),\n",
       " ('Port of Busan', 'Port of Hamburg_Germany'),\n",
       " ('Port of Busan', 'Port of Budapest'),\n",
       " ('Port of Busan', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Busan', 'Port of Tanjung Priok'),\n",
       " ('Port of Busan', 'Port of Bandar Abbas'),\n",
       " ('Port of Busan', 'Port of Umm Qasr'),\n",
       " ('Port of Busan', 'Port of Haifa'),\n",
       " ('Port of Busan', 'Port of Gioia Tauro'),\n",
       " ('Port of Busan', 'Port of Nagoya'),\n",
       " ('Port of Busan', 'Port of Aqaba'),\n",
       " ('Port of Busan', 'Port of Busan'),\n",
       " ('Port of Busan', 'Port of Shuwaikh'),\n",
       " ('Port of Busan', 'Port of Beirut'),\n",
       " ('Port of Busan', 'Port of Manzanillo'),\n",
       " ('Port of Busan', 'Port of Rotterdam'),\n",
       " ('Port of Busan', 'Port of Salalah'),\n",
       " ('Port of Busan', 'Port of Gaza'),\n",
       " ('Port of Busan', 'Port of Gdansk'),\n",
       " ('Port of Busan', 'Port of Doha'),\n",
       " ('Port of Busan', 'Port of King Abdul Aziz'),\n",
       " ('Port of Busan', 'Port of Jeddah'),\n",
       " ('Port of Busan', 'Port of Bratislava'),\n",
       " ('Port of Busan', 'Port of Durban'),\n",
       " ('Port of Busan', 'Port of Algeciras'),\n",
       " ('Port of Busan', 'Port of Gothenburg'),\n",
       " ('Port of Busan', 'Port of Latakia'),\n",
       " ('Port of Busan', 'Port of Kaohsiung'),\n",
       " ('Port of Busan', 'Port of Bangkok'),\n",
       " ('Port of Busan', 'Port of Mersin'),\n",
       " ('Port of Busan', 'Port of Jebel Ali'),\n",
       " ('Port of Busan', 'Port of Immingham'),\n",
       " ('Port of Busan', 'Port of New York'),\n",
       " ('Port of Busan', 'Port of Los Angeles'),\n",
       " ('Port of Busan', 'Port of Hodeidah'),\n",
       " ('Port of Shuwaikh', 'Port of Newcastle'),\n",
       " ('Port of Shuwaikh', 'Port of Hedland'),\n",
       " ('Port of Shuwaikh', 'Port of Vienna'),\n",
       " ('Port of Shuwaikh', 'Port of Mina'),\n",
       " ('Port of Shuwaikh', 'Port of Antwerp'),\n",
       " ('Port of Shuwaikh', 'Port of Santos'),\n",
       " ('Port of Shuwaikh', 'Port of Montreal'),\n",
       " ('Port of Shuwaikh', 'Port of Vancouver'),\n",
       " ('Port of Shuwaikh', 'Port of Shanghai'),\n",
       " ('Port of Shuwaikh', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Shuwaikh', 'Port of Alexandria'),\n",
       " ('Port of Shuwaikh', 'Port of Marseille'),\n",
       " ('Port of Shuwaikh', 'Port of Hamburg_Germany'),\n",
       " ('Port of Shuwaikh', 'Port of Budapest'),\n",
       " ('Port of Shuwaikh', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Shuwaikh', 'Port of Tanjung Priok'),\n",
       " ('Port of Shuwaikh', 'Port of Bandar Abbas'),\n",
       " ('Port of Shuwaikh', 'Port of Umm Qasr'),\n",
       " ('Port of Shuwaikh', 'Port of Haifa'),\n",
       " ('Port of Shuwaikh', 'Port of Gioia Tauro'),\n",
       " ('Port of Shuwaikh', 'Port of Nagoya'),\n",
       " ('Port of Shuwaikh', 'Port of Aqaba'),\n",
       " ('Port of Shuwaikh', 'Port of Busan'),\n",
       " ('Port of Shuwaikh', 'Port of Shuwaikh'),\n",
       " ('Port of Shuwaikh', 'Port of Beirut'),\n",
       " ('Port of Shuwaikh', 'Port of Manzanillo'),\n",
       " ('Port of Shuwaikh', 'Port of Rotterdam'),\n",
       " ('Port of Shuwaikh', 'Port of Salalah'),\n",
       " ('Port of Shuwaikh', 'Port of Gaza'),\n",
       " ('Port of Shuwaikh', 'Port of Gdansk'),\n",
       " ('Port of Shuwaikh', 'Port of Doha'),\n",
       " ('Port of Shuwaikh', 'Port of King Abdul Aziz'),\n",
       " ('Port of Shuwaikh', 'Port of Jeddah'),\n",
       " ('Port of Shuwaikh', 'Port of Bratislava'),\n",
       " ('Port of Shuwaikh', 'Port of Durban'),\n",
       " ('Port of Shuwaikh', 'Port of Algeciras'),\n",
       " ('Port of Shuwaikh', 'Port of Gothenburg'),\n",
       " ('Port of Shuwaikh', 'Port of Latakia'),\n",
       " ('Port of Shuwaikh', 'Port of Kaohsiung'),\n",
       " ('Port of Shuwaikh', 'Port of Bangkok'),\n",
       " ('Port of Shuwaikh', 'Port of Mersin'),\n",
       " ('Port of Shuwaikh', 'Port of Jebel Ali'),\n",
       " ('Port of Shuwaikh', 'Port of Immingham'),\n",
       " ('Port of Shuwaikh', 'Port of New York'),\n",
       " ('Port of Shuwaikh', 'Port of Los Angeles'),\n",
       " ('Port of Shuwaikh', 'Port of Hodeidah'),\n",
       " ('Penang Port', 'Port of Newcastle'),\n",
       " ('Penang Port', 'Port of Hedland'),\n",
       " ('Penang Port', 'Port of Vienna'),\n",
       " ('Penang Port', 'Port of Mina'),\n",
       " ('Penang Port', 'Port of Antwerp'),\n",
       " ('Penang Port', 'Port of Santos'),\n",
       " ('Penang Port', 'Port of Montreal'),\n",
       " ('Penang Port', 'Port of Vancouver'),\n",
       " ('Penang Port', 'Port of Shanghai'),\n",
       " ('Penang Port', 'Port of Hamburg_Czeck'),\n",
       " ('Penang Port', 'Port of Alexandria'),\n",
       " ('Penang Port', 'Port of Marseille'),\n",
       " ('Penang Port', 'Port of Hamburg_Germany'),\n",
       " ('Penang Port', 'Port of Budapest'),\n",
       " ('Penang Port', 'Port of Jawaharlal Nehru'),\n",
       " ('Penang Port', 'Port of Tanjung Priok'),\n",
       " ('Penang Port', 'Port of Bandar Abbas'),\n",
       " ('Penang Port', 'Port of Umm Qasr'),\n",
       " ('Penang Port', 'Port of Haifa'),\n",
       " ('Penang Port', 'Port of Gioia Tauro'),\n",
       " ('Penang Port', 'Port of Nagoya'),\n",
       " ('Penang Port', 'Port of Aqaba'),\n",
       " ('Penang Port', 'Port of Busan'),\n",
       " ('Penang Port', 'Port of Shuwaikh'),\n",
       " ('Penang Port', 'Port of Beirut'),\n",
       " ('Penang Port', 'Port of Manzanillo'),\n",
       " ('Penang Port', 'Port of Rotterdam'),\n",
       " ('Penang Port', 'Port of Salalah'),\n",
       " ('Penang Port', 'Port of Gaza'),\n",
       " ('Penang Port', 'Port of Gdansk'),\n",
       " ('Penang Port', 'Port of Doha'),\n",
       " ('Penang Port', 'Port of King Abdul Aziz'),\n",
       " ('Penang Port', 'Port of Jeddah'),\n",
       " ('Penang Port', 'Port of Bratislava'),\n",
       " ('Penang Port', 'Port of Durban'),\n",
       " ('Penang Port', 'Port of Algeciras'),\n",
       " ('Penang Port', 'Port of Gothenburg'),\n",
       " ('Penang Port', 'Port of Latakia'),\n",
       " ('Penang Port', 'Port of Kaohsiung'),\n",
       " ('Penang Port', 'Port of Bangkok'),\n",
       " ('Penang Port', 'Port of Mersin'),\n",
       " ('Penang Port', 'Port of Jebel Ali'),\n",
       " ('Penang Port', 'Port of Immingham'),\n",
       " ('Penang Port', 'Port of New York'),\n",
       " ('Penang Port', 'Port of Los Angeles'),\n",
       " ('Penang Port', 'Port of Hodeidah'),\n",
       " ('Port of Manzanillo', 'Port of Newcastle'),\n",
       " ('Port of Manzanillo', 'Port of Hedland'),\n",
       " ('Port of Manzanillo', 'Port of Vienna'),\n",
       " ('Port of Manzanillo', 'Port of Mina'),\n",
       " ('Port of Manzanillo', 'Port of Antwerp'),\n",
       " ('Port of Manzanillo', 'Port of Santos'),\n",
       " ('Port of Manzanillo', 'Port of Montreal'),\n",
       " ('Port of Manzanillo', 'Port of Vancouver'),\n",
       " ('Port of Manzanillo', 'Port of Shanghai'),\n",
       " ('Port of Manzanillo', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Manzanillo', 'Port of Alexandria'),\n",
       " ('Port of Manzanillo', 'Port of Marseille'),\n",
       " ('Port of Manzanillo', 'Port of Hamburg_Germany'),\n",
       " ('Port of Manzanillo', 'Port of Budapest'),\n",
       " ('Port of Manzanillo', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Manzanillo', 'Port of Tanjung Priok'),\n",
       " ('Port of Manzanillo', 'Port of Bandar Abbas'),\n",
       " ('Port of Manzanillo', 'Port of Umm Qasr'),\n",
       " ('Port of Manzanillo', 'Port of Haifa'),\n",
       " ('Port of Manzanillo', 'Port of Gioia Tauro'),\n",
       " ('Port of Manzanillo', 'Port of Nagoya'),\n",
       " ('Port of Manzanillo', 'Port of Aqaba'),\n",
       " ('Port of Manzanillo', 'Port of Busan'),\n",
       " ('Port of Manzanillo', 'Port of Shuwaikh'),\n",
       " ('Port of Manzanillo', 'Port of Beirut'),\n",
       " ('Port of Manzanillo', 'Port of Manzanillo'),\n",
       " ('Port of Manzanillo', 'Port of Rotterdam'),\n",
       " ('Port of Manzanillo', 'Port of Salalah'),\n",
       " ('Port of Manzanillo', 'Port of Gaza'),\n",
       " ('Port of Manzanillo', 'Port of Gdansk'),\n",
       " ('Port of Manzanillo', 'Port of Doha'),\n",
       " ('Port of Manzanillo', 'Port of King Abdul Aziz'),\n",
       " ('Port of Manzanillo', 'Port of Jeddah'),\n",
       " ('Port of Manzanillo', 'Port of Bratislava'),\n",
       " ('Port of Manzanillo', 'Port of Durban'),\n",
       " ('Port of Manzanillo', 'Port of Algeciras'),\n",
       " ('Port of Manzanillo', 'Port of Gothenburg'),\n",
       " ('Port of Manzanillo', 'Port of Latakia'),\n",
       " ('Port of Manzanillo', 'Port of Kaohsiung'),\n",
       " ('Port of Manzanillo', 'Port of Bangkok'),\n",
       " ('Port of Manzanillo', 'Port of Mersin'),\n",
       " ('Port of Manzanillo', 'Port of Jebel Ali'),\n",
       " ('Port of Manzanillo', 'Port of Immingham'),\n",
       " ('Port of Manzanillo', 'Port of New York'),\n",
       " ('Port of Manzanillo', 'Port of Los Angeles'),\n",
       " ('Port of Manzanillo', 'Port of Hodeidah'),\n",
       " ('Port of Rotterdam', 'Port of Newcastle'),\n",
       " ('Port of Rotterdam', 'Port of Hedland'),\n",
       " ('Port of Rotterdam', 'Port of Vienna'),\n",
       " ('Port of Rotterdam', 'Port of Mina'),\n",
       " ('Port of Rotterdam', 'Port of Antwerp'),\n",
       " ('Port of Rotterdam', 'Port of Santos'),\n",
       " ('Port of Rotterdam', 'Port of Montreal'),\n",
       " ('Port of Rotterdam', 'Port of Vancouver'),\n",
       " ('Port of Rotterdam', 'Port of Shanghai'),\n",
       " ('Port of Rotterdam', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Rotterdam', 'Port of Alexandria'),\n",
       " ('Port of Rotterdam', 'Port of Marseille'),\n",
       " ('Port of Rotterdam', 'Port of Hamburg_Germany'),\n",
       " ('Port of Rotterdam', 'Port of Budapest'),\n",
       " ('Port of Rotterdam', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Rotterdam', 'Port of Tanjung Priok'),\n",
       " ('Port of Rotterdam', 'Port of Bandar Abbas'),\n",
       " ('Port of Rotterdam', 'Port of Umm Qasr'),\n",
       " ('Port of Rotterdam', 'Port of Haifa'),\n",
       " ('Port of Rotterdam', 'Port of Gioia Tauro'),\n",
       " ('Port of Rotterdam', 'Port of Nagoya'),\n",
       " ('Port of Rotterdam', 'Port of Aqaba'),\n",
       " ('Port of Rotterdam', 'Port of Busan'),\n",
       " ('Port of Rotterdam', 'Port of Shuwaikh'),\n",
       " ('Port of Rotterdam', 'Port of Beirut'),\n",
       " ('Port of Rotterdam', 'Port of Manzanillo'),\n",
       " ('Port of Rotterdam', 'Port of Rotterdam'),\n",
       " ('Port of Rotterdam', 'Port of Salalah'),\n",
       " ('Port of Rotterdam', 'Port of Gaza'),\n",
       " ('Port of Rotterdam', 'Port of Gdansk'),\n",
       " ('Port of Rotterdam', 'Port of Doha'),\n",
       " ('Port of Rotterdam', 'Port of King Abdul Aziz'),\n",
       " ('Port of Rotterdam', 'Port of Jeddah'),\n",
       " ('Port of Rotterdam', 'Port of Bratislava'),\n",
       " ('Port of Rotterdam', 'Port of Durban'),\n",
       " ('Port of Rotterdam', 'Port of Algeciras'),\n",
       " ('Port of Rotterdam', 'Port of Gothenburg'),\n",
       " ('Port of Rotterdam', 'Port of Latakia'),\n",
       " ('Port of Rotterdam', 'Port of Kaohsiung'),\n",
       " ('Port of Rotterdam', 'Port of Bangkok'),\n",
       " ('Port of Rotterdam', 'Port of Mersin'),\n",
       " ('Port of Rotterdam', 'Port of Jebel Ali'),\n",
       " ('Port of Rotterdam', 'Port of Immingham'),\n",
       " ('Port of Rotterdam', 'Port of New York'),\n",
       " ('Port of Rotterdam', 'Port of Los Angeles'),\n",
       " ('Port of Rotterdam', 'Port of Hodeidah'),\n",
       " ('Port of Lagos', 'Port of Newcastle'),\n",
       " ('Port of Lagos', 'Port of Hedland'),\n",
       " ('Port of Lagos', 'Port of Vienna'),\n",
       " ('Port of Lagos', 'Port of Mina'),\n",
       " ('Port of Lagos', 'Port of Antwerp'),\n",
       " ('Port of Lagos', 'Port of Santos'),\n",
       " ('Port of Lagos', 'Port of Montreal'),\n",
       " ('Port of Lagos', 'Port of Vancouver'),\n",
       " ('Port of Lagos', 'Port of Shanghai'),\n",
       " ('Port of Lagos', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Lagos', 'Port of Alexandria'),\n",
       " ('Port of Lagos', 'Port of Marseille'),\n",
       " ('Port of Lagos', 'Port of Hamburg_Germany'),\n",
       " ('Port of Lagos', 'Port of Budapest'),\n",
       " ('Port of Lagos', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Lagos', 'Port of Tanjung Priok'),\n",
       " ('Port of Lagos', 'Port of Bandar Abbas'),\n",
       " ('Port of Lagos', 'Port of Umm Qasr'),\n",
       " ('Port of Lagos', 'Port of Haifa'),\n",
       " ('Port of Lagos', 'Port of Gioia Tauro'),\n",
       " ('Port of Lagos', 'Port of Nagoya'),\n",
       " ('Port of Lagos', 'Port of Aqaba'),\n",
       " ('Port of Lagos', 'Port of Busan'),\n",
       " ('Port of Lagos', 'Port of Shuwaikh'),\n",
       " ('Port of Lagos', 'Port of Beirut'),\n",
       " ('Port of Lagos', 'Port of Manzanillo'),\n",
       " ('Port of Lagos', 'Port of Rotterdam'),\n",
       " ('Port of Lagos', 'Port of Salalah'),\n",
       " ('Port of Lagos', 'Port of Gaza'),\n",
       " ('Port of Lagos', 'Port of Gdansk'),\n",
       " ('Port of Lagos', 'Port of Doha'),\n",
       " ('Port of Lagos', 'Port of King Abdul Aziz'),\n",
       " ('Port of Lagos', 'Port of Jeddah'),\n",
       " ('Port of Lagos', 'Port of Bratislava'),\n",
       " ('Port of Lagos', 'Port of Durban'),\n",
       " ('Port of Lagos', 'Port of Algeciras'),\n",
       " ('Port of Lagos', 'Port of Gothenburg'),\n",
       " ('Port of Lagos', 'Port of Latakia'),\n",
       " ('Port of Lagos', 'Port of Kaohsiung'),\n",
       " ('Port of Lagos', 'Port of Bangkok'),\n",
       " ('Port of Lagos', 'Port of Mersin'),\n",
       " ('Port of Lagos', 'Port of Jebel Ali'),\n",
       " ('Port of Lagos', 'Port of Immingham'),\n",
       " ('Port of Lagos', 'Port of New York'),\n",
       " ('Port of Lagos', 'Port of Los Angeles'),\n",
       " ('Port of Lagos', 'Port of Hodeidah'),\n",
       " ('Port of Salalah', 'Port of Newcastle'),\n",
       " ('Port of Salalah', 'Port of Hedland'),\n",
       " ('Port of Salalah', 'Port of Vienna'),\n",
       " ('Port of Salalah', 'Port of Mina'),\n",
       " ('Port of Salalah', 'Port of Antwerp'),\n",
       " ('Port of Salalah', 'Port of Santos'),\n",
       " ('Port of Salalah', 'Port of Montreal'),\n",
       " ('Port of Salalah', 'Port of Vancouver'),\n",
       " ('Port of Salalah', 'Port of Shanghai'),\n",
       " ('Port of Salalah', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Salalah', 'Port of Alexandria'),\n",
       " ('Port of Salalah', 'Port of Marseille'),\n",
       " ('Port of Salalah', 'Port of Hamburg_Germany'),\n",
       " ('Port of Salalah', 'Port of Budapest'),\n",
       " ('Port of Salalah', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Salalah', 'Port of Tanjung Priok'),\n",
       " ('Port of Salalah', 'Port of Bandar Abbas'),\n",
       " ('Port of Salalah', 'Port of Umm Qasr'),\n",
       " ('Port of Salalah', 'Port of Haifa'),\n",
       " ('Port of Salalah', 'Port of Gioia Tauro'),\n",
       " ('Port of Salalah', 'Port of Nagoya'),\n",
       " ('Port of Salalah', 'Port of Aqaba'),\n",
       " ('Port of Salalah', 'Port of Busan'),\n",
       " ('Port of Salalah', 'Port of Shuwaikh'),\n",
       " ('Port of Salalah', 'Port of Beirut'),\n",
       " ('Port of Salalah', 'Port of Manzanillo'),\n",
       " ('Port of Salalah', 'Port of Rotterdam'),\n",
       " ('Port of Salalah', 'Port of Salalah'),\n",
       " ('Port of Salalah', 'Port of Gaza'),\n",
       " ('Port of Salalah', 'Port of Gdansk'),\n",
       " ('Port of Salalah', 'Port of Doha'),\n",
       " ('Port of Salalah', 'Port of King Abdul Aziz'),\n",
       " ('Port of Salalah', 'Port of Jeddah'),\n",
       " ('Port of Salalah', 'Port of Bratislava'),\n",
       " ('Port of Salalah', 'Port of Durban'),\n",
       " ('Port of Salalah', 'Port of Algeciras'),\n",
       " ('Port of Salalah', 'Port of Gothenburg'),\n",
       " ('Port of Salalah', 'Port of Latakia'),\n",
       " ('Port of Salalah', 'Port of Kaohsiung'),\n",
       " ('Port of Salalah', 'Port of Bangkok'),\n",
       " ('Port of Salalah', 'Port of Mersin'),\n",
       " ('Port of Salalah', 'Port of Jebel Ali'),\n",
       " ('Port of Salalah', 'Port of Immingham'),\n",
       " ('Port of Salalah', 'Port of New York'),\n",
       " ('Port of Salalah', 'Port of Los Angeles'),\n",
       " ('Port of Salalah', 'Port of Hodeidah'),\n",
       " ('Port of Gdansk', 'Port of Newcastle'),\n",
       " ('Port of Gdansk', 'Port of Hedland'),\n",
       " ('Port of Gdansk', 'Port of Vienna'),\n",
       " ('Port of Gdansk', 'Port of Mina'),\n",
       " ('Port of Gdansk', 'Port of Antwerp'),\n",
       " ('Port of Gdansk', 'Port of Santos'),\n",
       " ('Port of Gdansk', 'Port of Montreal'),\n",
       " ('Port of Gdansk', 'Port of Vancouver'),\n",
       " ('Port of Gdansk', 'Port of Shanghai'),\n",
       " ('Port of Gdansk', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Gdansk', 'Port of Alexandria'),\n",
       " ('Port of Gdansk', 'Port of Marseille'),\n",
       " ('Port of Gdansk', 'Port of Hamburg_Germany'),\n",
       " ('Port of Gdansk', 'Port of Budapest'),\n",
       " ('Port of Gdansk', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Gdansk', 'Port of Tanjung Priok'),\n",
       " ('Port of Gdansk', 'Port of Bandar Abbas'),\n",
       " ('Port of Gdansk', 'Port of Umm Qasr'),\n",
       " ('Port of Gdansk', 'Port of Haifa'),\n",
       " ('Port of Gdansk', 'Port of Gioia Tauro'),\n",
       " ('Port of Gdansk', 'Port of Nagoya'),\n",
       " ('Port of Gdansk', 'Port of Aqaba'),\n",
       " ('Port of Gdansk', 'Port of Busan'),\n",
       " ('Port of Gdansk', 'Port of Shuwaikh'),\n",
       " ('Port of Gdansk', 'Port of Beirut'),\n",
       " ('Port of Gdansk', 'Port of Manzanillo'),\n",
       " ('Port of Gdansk', 'Port of Rotterdam'),\n",
       " ('Port of Gdansk', 'Port of Salalah'),\n",
       " ('Port of Gdansk', 'Port of Gaza'),\n",
       " ('Port of Gdansk', 'Port of Gdansk'),\n",
       " ('Port of Gdansk', 'Port of Doha'),\n",
       " ('Port of Gdansk', 'Port of King Abdul Aziz'),\n",
       " ('Port of Gdansk', 'Port of Jeddah'),\n",
       " ('Port of Gdansk', 'Port of Bratislava'),\n",
       " ('Port of Gdansk', 'Port of Durban'),\n",
       " ('Port of Gdansk', 'Port of Algeciras'),\n",
       " ('Port of Gdansk', 'Port of Gothenburg'),\n",
       " ('Port of Gdansk', 'Port of Latakia'),\n",
       " ('Port of Gdansk', 'Port of Kaohsiung'),\n",
       " ('Port of Gdansk', 'Port of Bangkok'),\n",
       " ('Port of Gdansk', 'Port of Mersin'),\n",
       " ('Port of Gdansk', 'Port of Jebel Ali'),\n",
       " ('Port of Gdansk', 'Port of Immingham'),\n",
       " ('Port of Gdansk', 'Port of New York'),\n",
       " ('Port of Gdansk', 'Port of Los Angeles'),\n",
       " ('Port of Gdansk', 'Port of Hodeidah'),\n",
       " ('Port of Doha', 'Port of Newcastle'),\n",
       " ('Port of Doha', 'Port of Hedland'),\n",
       " ('Port of Doha', 'Port of Vienna'),\n",
       " ('Port of Doha', 'Port of Mina'),\n",
       " ('Port of Doha', 'Port of Antwerp'),\n",
       " ('Port of Doha', 'Port of Santos'),\n",
       " ('Port of Doha', 'Port of Montreal'),\n",
       " ('Port of Doha', 'Port of Vancouver'),\n",
       " ('Port of Doha', 'Port of Shanghai'),\n",
       " ('Port of Doha', 'Port of Hamburg_Czeck'),\n",
       " ('Port of Doha', 'Port of Alexandria'),\n",
       " ('Port of Doha', 'Port of Marseille'),\n",
       " ('Port of Doha', 'Port of Hamburg_Germany'),\n",
       " ('Port of Doha', 'Port of Budapest'),\n",
       " ('Port of Doha', 'Port of Jawaharlal Nehru'),\n",
       " ('Port of Doha', 'Port of Tanjung Priok'),\n",
       " ('Port of Doha', 'Port of Bandar Abbas'),\n",
       " ('Port of Doha', 'Port of Umm Qasr'),\n",
       " ('Port of Doha', 'Port of Haifa'),\n",
       " ('Port of Doha', 'Port of Gioia Tauro'),\n",
       " ('Port of Doha', 'Port of Nagoya'),\n",
       " ('Port of Doha', 'Port of Aqaba'),\n",
       " ('Port of Doha', 'Port of Busan'),\n",
       " ('Port of Doha', 'Port of Shuwaikh'),\n",
       " ('Port of Doha', 'Port of Beirut'),\n",
       " ('Port of Doha', 'Port of Manzanillo'),\n",
       " ('Port of Doha', 'Port of Rotterdam'),\n",
       " ('Port of Doha', 'Port of Salalah'),\n",
       " ('Port of Doha', 'Port of Gaza'),\n",
       " ('Port of Doha', 'Port of Gdansk'),\n",
       " ('Port of Doha', 'Port of Doha'),\n",
       " ('Port of Doha', 'Port of King Abdul Aziz'),\n",
       " ('Port of Doha', 'Port of Jeddah'),\n",
       " ('Port of Doha', 'Port of Bratislava'),\n",
       " ...]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "routes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Decision Variables\n",
    "X = LpVariable.dicts(\"ShipmentAmount\",(supply_points, demand_points),0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'Port of Buenos Aires': {'Port of Newcastle': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah},\n",
       " 'Port of Antwerp': {'Port of Newcastle': ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Antwerp_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Antwerp_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Antwerp_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Antwerp_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Antwerp_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Antwerp_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Antwerp_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Antwerp_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Antwerp_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Antwerp_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Antwerp_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Antwerp_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Antwerp_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Antwerp_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Antwerp_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Antwerp_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Antwerp_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Antwerp_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah},\n",
       " 'Port of Santos': {'Port of Newcastle': ShipmentAmount_Port_of_Santos_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Santos_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Santos_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Santos_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Santos_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Santos_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Santos_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Santos_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Santos_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Santos_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Santos_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Santos_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Santos_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Santos_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Santos_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Santos_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Santos_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Santos_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Santos_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Santos_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Santos_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Santos_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Santos_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Santos_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Santos_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Santos_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Santos_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Santos_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Santos_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Santos_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Santos_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Santos_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Santos_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Santos_Port_of_Hodeidah},\n",
       " 'Port of Montreal': {'Port of Newcastle': ShipmentAmount_Port_of_Montreal_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Montreal_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Montreal_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Montreal_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Montreal_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Montreal_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Montreal_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Montreal_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Montreal_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Montreal_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Montreal_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Montreal_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Montreal_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Montreal_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Montreal_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Montreal_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Montreal_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Montreal_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Montreal_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Montreal_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Montreal_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Montreal_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Montreal_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Montreal_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Montreal_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Montreal_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Montreal_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Montreal_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Montreal_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Montreal_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah},\n",
       " 'Port of Vancouver': {'Port of Newcastle': ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Vancouver_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Vancouver_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Vancouver_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Vancouver_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Vancouver_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Vancouver_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Vancouver_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Vancouver_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Vancouver_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Vancouver_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Vancouver_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Vancouver_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Vancouver_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Vancouver_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Vancouver_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Vancouver_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Vancouver_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Vancouver_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah},\n",
       " 'Port of Shanghai': {'Port of Newcastle': ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Shanghai_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Shanghai_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Shanghai_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Shanghai_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Shanghai_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Shanghai_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Shanghai_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Shanghai_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Shanghai_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Shanghai_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Shanghai_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Shanghai_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Shanghai_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Shanghai_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Shanghai_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Shanghai_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Shanghai_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Shanghai_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah},\n",
       " 'Buenaventura': {'Port of Newcastle': ShipmentAmount_Buenaventura_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Buenaventura_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Buenaventura_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Buenaventura_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Buenaventura_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Buenaventura_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Buenaventura_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Buenaventura_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Buenaventura_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Buenaventura_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Buenaventura_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Buenaventura_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Buenaventura_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Buenaventura_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Buenaventura_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Buenaventura_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Buenaventura_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Buenaventura_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Buenaventura_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Buenaventura_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Buenaventura_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Buenaventura_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Buenaventura_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Buenaventura_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Buenaventura_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Buenaventura_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Buenaventura_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Buenaventura_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Buenaventura_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Buenaventura_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Buenaventura_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Buenaventura_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Buenaventura_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Buenaventura_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Buenaventura_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Buenaventura_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Buenaventura_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Buenaventura_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Buenaventura_Port_of_Hodeidah},\n",
       " 'Port of Alexandria': {'Port of Newcastle': ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Alexandria_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Alexandria_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Alexandria_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Alexandria_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Alexandria_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Alexandria_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Alexandria_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Alexandria_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Alexandria_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Alexandria_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Alexandria_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Alexandria_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Alexandria_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Alexandria_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Alexandria_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Alexandria_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Alexandria_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Alexandria_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah},\n",
       " 'Port of Marseille': {'Port of Newcastle': ShipmentAmount_Port_of_Marseille_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Marseille_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Marseille_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Marseille_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Marseille_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Marseille_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Marseille_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Marseille_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Marseille_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Marseille_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Marseille_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Marseille_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Marseille_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Marseille_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Marseille_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Marseille_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Marseille_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Marseille_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Marseille_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Marseille_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Marseille_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Marseille_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Marseille_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Marseille_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Marseille_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Marseille_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Marseille_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Marseille_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Marseille_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Marseille_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah},\n",
       " 'Port of Hamburg_Germany': {'Port of Newcastle': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah},\n",
       " 'Port of Jawaharlal Nehru': {'Port of Newcastle': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah},\n",
       " 'Port of Gioia Tauro': {'Port of Newcastle': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah},\n",
       " 'Port of Nagoya': {'Port of Newcastle': ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Nagoya_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Nagoya_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Nagoya_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Nagoya_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Nagoya_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Nagoya_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Nagoya_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Nagoya_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Nagoya_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Nagoya_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Nagoya_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Nagoya_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Nagoya_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Nagoya_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Nagoya_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Nagoya_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Nagoya_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Nagoya_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah},\n",
       " 'Port of Busan': {'Port of Newcastle': ShipmentAmount_Port_of_Busan_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Busan_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Busan_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Busan_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Busan_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Busan_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Busan_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Busan_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Busan_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Busan_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Busan_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Busan_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Busan_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Busan_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Busan_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Busan_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Busan_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Busan_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Busan_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Busan_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Busan_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Busan_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Busan_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Busan_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Busan_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Busan_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Busan_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Busan_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Busan_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Busan_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Busan_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Busan_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Busan_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Busan_Port_of_Hodeidah},\n",
       " 'Port of Shuwaikh': {'Port of Newcastle': ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah},\n",
       " 'Penang Port': {'Port of Newcastle': ShipmentAmount_Penang_Port_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Penang_Port_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Penang_Port_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Penang_Port_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Penang_Port_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Penang_Port_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Penang_Port_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Penang_Port_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Penang_Port_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Penang_Port_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Penang_Port_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Penang_Port_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Penang_Port_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Penang_Port_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Penang_Port_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Penang_Port_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Penang_Port_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Penang_Port_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Penang_Port_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Penang_Port_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Penang_Port_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Penang_Port_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Penang_Port_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Penang_Port_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Penang_Port_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Penang_Port_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Penang_Port_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Penang_Port_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Penang_Port_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Penang_Port_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Penang_Port_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Penang_Port_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Penang_Port_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Penang_Port_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Penang_Port_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Penang_Port_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Penang_Port_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Penang_Port_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Penang_Port_Port_of_Hodeidah},\n",
       " 'Port of Manzanillo': {'Port of Newcastle': ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Manzanillo_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Manzanillo_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Manzanillo_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Manzanillo_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Manzanillo_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Manzanillo_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Manzanillo_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah},\n",
       " 'Port of Rotterdam': {'Port of Newcastle': ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Rotterdam_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Rotterdam_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Rotterdam_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Rotterdam_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Rotterdam_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Rotterdam_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah},\n",
       " 'Port of Lagos': {'Port of Newcastle': ShipmentAmount_Port_of_Lagos_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Lagos_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Lagos_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Lagos_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Lagos_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Lagos_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Lagos_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Lagos_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Lagos_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Lagos_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Lagos_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Lagos_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Lagos_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Lagos_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Lagos_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Lagos_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Lagos_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Lagos_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Lagos_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Lagos_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Lagos_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Lagos_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Lagos_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Lagos_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Lagos_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Lagos_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Lagos_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Lagos_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Lagos_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Lagos_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah},\n",
       " 'Port of Salalah': {'Port of Newcastle': ShipmentAmount_Port_of_Salalah_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Salalah_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Salalah_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Salalah_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Salalah_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Salalah_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Salalah_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Salalah_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Salalah_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Salalah_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Salalah_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Salalah_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Salalah_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Salalah_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Salalah_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Salalah_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Salalah_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Salalah_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Salalah_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Salalah_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Salalah_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Salalah_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Salalah_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Salalah_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Salalah_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Salalah_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Salalah_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Salalah_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Salalah_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Salalah_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah},\n",
       " 'Port of Gdansk': {'Port of Newcastle': ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Gdansk_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Gdansk_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Gdansk_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Gdansk_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Gdansk_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Gdansk_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Gdansk_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Gdansk_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Gdansk_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Gdansk_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Gdansk_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Gdansk_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Gdansk_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Gdansk_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Gdansk_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Gdansk_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Gdansk_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Gdansk_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah},\n",
       " 'Port of Doha': {'Port of Newcastle': ShipmentAmount_Port_of_Doha_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Doha_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Doha_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Doha_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Doha_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Doha_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Doha_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Doha_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Doha_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Doha_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Doha_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Doha_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Doha_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Doha_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Doha_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Doha_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Doha_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Doha_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Doha_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Doha_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Doha_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Doha_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Doha_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Doha_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Doha_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Doha_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Doha_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Doha_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Doha_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Doha_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Doha_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Doha_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Doha_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Doha_Port_of_Hodeidah},\n",
       " 'Port of King Abdul Aziz': {'Port of Newcastle': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah},\n",
       " 'Port of Jeddah': {'Port of Newcastle': ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Jeddah_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Jeddah_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Jeddah_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Jeddah_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Jeddah_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Jeddah_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Jeddah_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Jeddah_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Jeddah_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Jeddah_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Jeddah_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Jeddah_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Jeddah_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Jeddah_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Jeddah_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Jeddah_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Jeddah_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Jeddah_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Jeddah_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah},\n",
       " 'Port of Singapore': {'Port of Newcastle': ShipmentAmount_Port_of_Singapore_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Singapore_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Singapore_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Singapore_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Singapore_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Singapore_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Singapore_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Singapore_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Singapore_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Singapore_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Singapore_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Singapore_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Singapore_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Singapore_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Singapore_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Singapore_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Singapore_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Singapore_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Singapore_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Singapore_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Singapore_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Singapore_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Singapore_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Singapore_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Singapore_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Singapore_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Singapore_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Singapore_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Singapore_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Singapore_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah},\n",
       " 'Port of Durban': {'Port of Newcastle': ShipmentAmount_Port_of_Durban_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Durban_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Durban_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Durban_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Durban_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Durban_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Durban_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Durban_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Durban_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Durban_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Durban_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Durban_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Durban_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Durban_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Durban_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Durban_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Durban_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Durban_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Durban_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Durban_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Durban_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Durban_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Durban_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Durban_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Durban_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Durban_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Durban_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Durban_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Durban_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Durban_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Durban_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Durban_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Durban_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Durban_Port_of_Hodeidah},\n",
       " 'Port of Algeciras': {'Port of Newcastle': ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Algeciras_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Algeciras_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Algeciras_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Algeciras_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Algeciras_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Algeciras_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Algeciras_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Algeciras_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Algeciras_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Algeciras_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Algeciras_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Algeciras_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Algeciras_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Algeciras_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Algeciras_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Algeciras_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Algeciras_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Algeciras_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Algeciras_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah},\n",
       " 'Port of Bangkok': {'Port of Newcastle': ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Bangkok_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Bangkok_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Bangkok_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Bangkok_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Bangkok_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Bangkok_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Bangkok_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Bangkok_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Bangkok_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Bangkok_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Bangkok_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Bangkok_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Bangkok_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Bangkok_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Bangkok_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Bangkok_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Bangkok_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Bangkok_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah},\n",
       " 'Port of Jebel Ali': {'Port of Newcastle': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah},\n",
       " 'Port of Immingham': {'Port of Newcastle': ShipmentAmount_Port_of_Immingham_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Immingham_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Immingham_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Immingham_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Immingham_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Immingham_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Immingham_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Immingham_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Immingham_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Immingham_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Immingham_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Immingham_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Immingham_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Immingham_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Immingham_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Immingham_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Immingham_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Immingham_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Immingham_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Immingham_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Immingham_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Immingham_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Immingham_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Immingham_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Immingham_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Immingham_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Immingham_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Immingham_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Immingham_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Immingham_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah},\n",
       " 'Port of New York': {'Port of Newcastle': ShipmentAmount_Port_of_New_York_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_New_York_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_New_York_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_New_York_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_New_York_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_New_York_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_New_York_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_New_York_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_New_York_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_New_York_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_New_York_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_New_York_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_New_York_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_New_York_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_New_York_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_New_York_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_New_York_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_New_York_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_New_York_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_New_York_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_New_York_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_New_York_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_New_York_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_New_York_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_New_York_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_New_York_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_New_York_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_New_York_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_New_York_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_New_York_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_New_York_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_New_York_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_New_York_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_New_York_Port_of_Hodeidah},\n",
       " 'Port of Los Angeles': {'Port of Newcastle': ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah},\n",
       " 'Port of Saigon': {'Port of Newcastle': ShipmentAmount_Port_of_Saigon_Port_of_Newcastle,\n",
       "  'Port of Hedland': ShipmentAmount_Port_of_Saigon_Port_of_Hedland,\n",
       "  'Port of Vienna': ShipmentAmount_Port_of_Saigon_Port_of_Vienna,\n",
       "  'Port of Mina': ShipmentAmount_Port_of_Saigon_Port_of_Mina,\n",
       "  'Port of Antwerp': ShipmentAmount_Port_of_Saigon_Port_of_Antwerp,\n",
       "  'Port of Santos': ShipmentAmount_Port_of_Saigon_Port_of_Santos,\n",
       "  'Port of Montreal': ShipmentAmount_Port_of_Saigon_Port_of_Montreal,\n",
       "  'Port of Vancouver': ShipmentAmount_Port_of_Saigon_Port_of_Vancouver,\n",
       "  'Port of Shanghai': ShipmentAmount_Port_of_Saigon_Port_of_Shanghai,\n",
       "  'Port of Hamburg_Czeck': ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck,\n",
       "  'Port of Alexandria': ShipmentAmount_Port_of_Saigon_Port_of_Alexandria,\n",
       "  'Port of Marseille': ShipmentAmount_Port_of_Saigon_Port_of_Marseille,\n",
       "  'Port of Hamburg_Germany': ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany,\n",
       "  'Port of Budapest': ShipmentAmount_Port_of_Saigon_Port_of_Budapest,\n",
       "  'Port of Jawaharlal Nehru': ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru,\n",
       "  'Port of Tanjung Priok': ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok,\n",
       "  'Port of Bandar Abbas': ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas,\n",
       "  'Port of Umm Qasr': ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr,\n",
       "  'Port of Haifa': ShipmentAmount_Port_of_Saigon_Port_of_Haifa,\n",
       "  'Port of Gioia Tauro': ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro,\n",
       "  'Port of Nagoya': ShipmentAmount_Port_of_Saigon_Port_of_Nagoya,\n",
       "  'Port of Aqaba': ShipmentAmount_Port_of_Saigon_Port_of_Aqaba,\n",
       "  'Port of Busan': ShipmentAmount_Port_of_Saigon_Port_of_Busan,\n",
       "  'Port of Shuwaikh': ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh,\n",
       "  'Port of Beirut': ShipmentAmount_Port_of_Saigon_Port_of_Beirut,\n",
       "  'Port of Manzanillo': ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo,\n",
       "  'Port of Rotterdam': ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam,\n",
       "  'Port of Salalah': ShipmentAmount_Port_of_Saigon_Port_of_Salalah,\n",
       "  'Port of Gaza': ShipmentAmount_Port_of_Saigon_Port_of_Gaza,\n",
       "  'Port of Gdansk': ShipmentAmount_Port_of_Saigon_Port_of_Gdansk,\n",
       "  'Port of Doha': ShipmentAmount_Port_of_Saigon_Port_of_Doha,\n",
       "  'Port of King Abdul Aziz': ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz,\n",
       "  'Port of Jeddah': ShipmentAmount_Port_of_Saigon_Port_of_Jeddah,\n",
       "  'Port of Bratislava': ShipmentAmount_Port_of_Saigon_Port_of_Bratislava,\n",
       "  'Port of Durban': ShipmentAmount_Port_of_Saigon_Port_of_Durban,\n",
       "  'Port of Algeciras': ShipmentAmount_Port_of_Saigon_Port_of_Algeciras,\n",
       "  'Port of Gothenburg': ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg,\n",
       "  'Port of Latakia': ShipmentAmount_Port_of_Saigon_Port_of_Latakia,\n",
       "  'Port of Kaohsiung': ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung,\n",
       "  'Port of Bangkok': ShipmentAmount_Port_of_Saigon_Port_of_Bangkok,\n",
       "  'Port of Mersin': ShipmentAmount_Port_of_Saigon_Port_of_Mersin,\n",
       "  'Port of Jebel Ali': ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali,\n",
       "  'Port of Immingham': ShipmentAmount_Port_of_Saigon_Port_of_Immingham,\n",
       "  'Port of New York': ShipmentAmount_Port_of_Saigon_Port_of_New_York,\n",
       "  'Port of Los Angeles': ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles,\n",
       "  'Port of Hodeidah': ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah}}"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "X"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Objective Function\n",
    "prob += sum(X[i][j]*distance[i][j] for (i,j) in routes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "8033.0*ShipmentAmount_Buenaventura_Port_of_Alexandria + 5930.0*ShipmentAmount_Buenaventura_Port_of_Algeciras + 7162.0*ShipmentAmount_Buenaventura_Port_of_Antwerp + 8509.0*ShipmentAmount_Buenaventura_Port_of_Aqaba + 11251.0*ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas + 10711.0*ShipmentAmount_Buenaventura_Port_of_Bangkok + 8130.0*ShipmentAmount_Buenaventura_Port_of_Beirut + 9197.0*ShipmentAmount_Buenaventura_Port_of_Bratislava + 9095.0*ShipmentAmount_Buenaventura_Port_of_Budapest + 8250.0*ShipmentAmount_Buenaventura_Port_of_Busan + 11494.0*ShipmentAmount_Buenaventura_Port_of_Doha + 9424.0*ShipmentAmount_Buenaventura_Port_of_Durban + 6743.0*ShipmentAmount_Buenaventura_Port_of_Gaza + 8247.0*ShipmentAmount_Buenaventura_Port_of_Gdansk + 7032.0*ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro + 7794.0*ShipmentAmount_Buenaventura_Port_of_Gothenburg + 8173.0*ShipmentAmount_Buenaventura_Port_of_Haifa + 7531.0*ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck + 7531.0*ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany + 10049.0*ShipmentAmount_Buenaventura_Port_of_Hedland + 9474.0*ShipmentAmount_Buenaventura_Port_of_Hodeidah + 7303.0*ShipmentAmount_Buenaventura_Port_of_Immingham + 11451.0*ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru + 11307.0*ShipmentAmount_Buenaventura_Port_of_Jebel_Ali + 8936.0*ShipmentAmount_Buenaventura_Port_of_Jeddah + 9114.0*ShipmentAmount_Buenaventura_Port_of_Kaohsiung + 11615.0*ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz + 8057.0*ShipmentAmount_Buenaventura_Port_of_Latakia + 3669.0*ShipmentAmount_Buenaventura_Port_of_Los_Angeles + 2178.0*ShipmentAmount_Buenaventura_Port_of_Manzanillo + 6708.0*ShipmentAmount_Buenaventura_Port_of_Marseille + 8032.0*ShipmentAmount_Buenaventura_Port_of_Mersin + 11561.0*ShipmentAmount_Buenaventura_Port_of_Mina + 4387.0*ShipmentAmount_Buenaventura_Port_of_Montreal + 7977.0*ShipmentAmount_Buenaventura_Port_of_Nagoya + 2743.0*ShipmentAmount_Buenaventura_Port_of_New_York + 7610.0*ShipmentAmount_Buenaventura_Port_of_Newcastle + 7253.0*ShipmentAmount_Buenaventura_Port_of_Rotterdam + 10308.0*ShipmentAmount_Buenaventura_Port_of_Salalah + 5729.0*ShipmentAmount_Buenaventura_Port_of_Santos + 8689.0*ShipmentAmount_Buenaventura_Port_of_Shanghai + 11788.0*ShipmentAmount_Buenaventura_Port_of_Shuwaikh + 10635.0*ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok + 11832.0*ShipmentAmount_Buenaventura_Port_of_Umm_Qasr + 4988.0*ShipmentAmount_Buenaventura_Port_of_Vancouver + 9209.0*ShipmentAmount_Buenaventura_Port_of_Vienna + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 7321.0*ShipmentAmount_Penang_Port_Port_of_Algeciras + 8882.0*ShipmentAmount_Penang_Port_Port_of_Antwerp + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 1246.0*ShipmentAmount_Penang_Port_Port_of_Bangkok + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 7407.0*ShipmentAmount_Penang_Port_Port_of_Bratislava + 7305.0*ShipmentAmount_Penang_Port_Port_of_Budapest + 3542.0*ShipmentAmount_Penang_Port_Port_of_Busan + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5695.0*ShipmentAmount_Penang_Port_Port_of_Durban + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 9970.0*ShipmentAmount_Penang_Port_Port_of_Gdansk + 6310.0*ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro + 9517.0*ShipmentAmount_Penang_Port_Port_of_Gothenburg + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 9251.0*ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck + 9251.0*ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany + 2565.0*ShipmentAmount_Penang_Port_Port_of_Hedland + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 9024.0*ShipmentAmount_Penang_Port_Port_of_Immingham + 2268.0*ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 2461.0*ShipmentAmount_Penang_Port_Port_of_Kaohsiung + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 8035.0*ShipmentAmount_Penang_Port_Port_of_Los_Angeles + 9149.0*ShipmentAmount_Penang_Port_Port_of_Manzanillo + 7024.0*ShipmentAmount_Penang_Port_Port_of_Marseille + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3856.0*ShipmentAmount_Penang_Port_Port_of_Mina + 9839.0*ShipmentAmount_Penang_Port_Port_of_Montreal + 3903.0*ShipmentAmount_Penang_Port_Port_of_Nagoya + 9024.0*ShipmentAmount_Penang_Port_Port_of_New_York + 5076.0*ShipmentAmount_Penang_Port_Port_of_Newcastle + 8973.0*ShipmentAmount_Penang_Port_Port_of_Rotterdam + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 10534.0*ShipmentAmount_Penang_Port_Port_of_Santos + 3025.0*ShipmentAmount_Penang_Port_Port_of_Shanghai + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 950.0*ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 7359.0*ShipmentAmount_Penang_Port_Port_of_Vancouver + 7419.0*ShipmentAmount_Penang_Port_Port_of_Vienna + 2103.0*ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras + 3665.0*ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp + 598.0*ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba + 3340.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas + 6585.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok + 427.0*ShipmentAmount_Port_of_Alexandria_Port_of_Beirut + 2150.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava + 2047.0*ShipmentAmount_Port_of_Alexandria_Port_of_Budapest + 8882.0*ShipmentAmount_Port_of_Alexandria_Port_of_Busan + 3583.0*ShipmentAmount_Port_of_Alexandria_Port_of_Doha + 5347.0*ShipmentAmount_Port_of_Alexandria_Port_of_Durban + 242.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gaza + 4750.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk + 1092.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro + 4298.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg + 370.0*ShipmentAmount_Port_of_Alexandria_Port_of_Haifa + 4033.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck + 4034.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany + 7404.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hedland + 1563.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah + 3806.0*ShipmentAmount_Port_of_Alexandria_Port_of_Immingham + 3540.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru + 3396.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali + 1024.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah + 7800.0*ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung + 3704.0*ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz + 571.0*ShipmentAmount_Port_of_Alexandria_Port_of_Latakia + 11025.0*ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles + 9534.0*ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo + 1805.0*ShipmentAmount_Port_of_Alexandria_Port_of_Marseille + 546.0*ShipmentAmount_Port_of_Alexandria_Port_of_Mersin + 3650.0*ShipmentAmount_Port_of_Alexandria_Port_of_Mina + 6196.0*ShipmentAmount_Port_of_Alexandria_Port_of_Montreal + 9243.0*ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya + 5618.0*ShipmentAmount_Port_of_Alexandria_Port_of_New_York + 9914.0*ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle + 3756.0*ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam + 2397.0*ShipmentAmount_Port_of_Alexandria_Port_of_Salalah + 7529.0*ShipmentAmount_Port_of_Alexandria_Port_of_Santos + 8365.0*ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai + 3877.0*ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh + 6030.0*ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok + 3921.0*ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr + 12322.0*ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver + 2163.0*ShipmentAmount_Port_of_Alexandria_Port_of_Vienna + 2103.0*ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria + 1561.0*ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp + 2579.0*ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba + 5321.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas + 8567.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok + 2200.0*ShipmentAmount_Port_of_Algeciras_Port_of_Beirut + 3267.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava + 3165.0*ShipmentAmount_Port_of_Algeciras_Port_of_Budapest + 10863.0*ShipmentAmount_Port_of_Algeciras_Port_of_Busan + 5564.0*ShipmentAmount_Port_of_Algeciras_Port_of_Doha + 6834.0*ShipmentAmount_Port_of_Algeciras_Port_of_Durban + 2004.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gaza + 2649.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk + 1102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro + 2195.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg + 2242.0*ShipmentAmount_Port_of_Algeciras_Port_of_Haifa + 1929.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck + 1929.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany + 9385.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hedland + 3545.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah + 1703.0*ShipmentAmount_Port_of_Algeciras_Port_of_Immingham + 5521.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru + 5377.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali + 3006.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah + 9782.0*ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung + 5685.0*ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz + 2127.0*ShipmentAmount_Port_of_Algeciras_Port_of_Latakia + 8922.0*ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles + 7413.0*ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo + 778.0*ShipmentAmount_Port_of_Algeciras_Port_of_Marseille + 2102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mersin + 5631.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mina + 4093.0*ShipmentAmount_Port_of_Algeciras_Port_of_Montreal + 11224.0*ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya + 3515.0*ShipmentAmount_Port_of_Algeciras_Port_of_New_York + 11896.0*ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle + 1652.0*ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam + 4378.0*ShipmentAmount_Port_of_Algeciras_Port_of_Salalah + 5426.0*ShipmentAmount_Port_of_Algeciras_Port_of_Santos + 10346.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai + 5858.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh + 8011.0*ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok + 5902.0*ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr + 10218.0*ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver + 3279.0*ShipmentAmount_Port_of_Algeciras_Port_of_Vienna + 3665.0*ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria + 1561.0*ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras + 4141.0*ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba + 6882.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas + 10128.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok + 3761.0*ShipmentAmount_Port_of_Antwerp_Port_of_Beirut + 4829.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava + 4726.0*ShipmentAmount_Port_of_Antwerp_Port_of_Budapest + 12424.0*ShipmentAmount_Port_of_Antwerp_Port_of_Busan + 7125.0*ShipmentAmount_Port_of_Antwerp_Port_of_Doha + 8066.0*ShipmentAmount_Port_of_Antwerp_Port_of_Durban + 3327.94*ShipmentAmount_Port_of_Antwerp_Port_of_Gaza + 1143.0*ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk + 2663.0*ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro + 690.0*ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg + 3804.0*ShipmentAmount_Port_of_Antwerp_Port_of_Haifa + 426.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck + 426.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany + 10946.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hedland + 5106.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah + 313.0*ShipmentAmount_Port_of_Antwerp_Port_of_Immingham + 7082.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru + 6938.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali + 4567.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah + 11343.0*ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung + 7247.0*ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz + 3689.0*ShipmentAmount_Port_of_Antwerp_Port_of_Latakia + 10154.0*ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles + 8663.0*ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo + 2339.0*ShipmentAmount_Port_of_Antwerp_Port_of_Marseille + 3664.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mersin + 7193.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mina + 3300.0*ShipmentAmount_Port_of_Antwerp_Port_of_Montreal + 12786.0*ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya + 3827.0*ShipmentAmount_Port_of_Antwerp_Port_of_New_York + 13457.0*ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle + 144.0*ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam + 5939.0*ShipmentAmount_Port_of_Antwerp_Port_of_Salalah + 6658.0*ShipmentAmount_Port_of_Antwerp_Port_of_Santos + 11907.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai + 7419.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh + 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2416.0*ShipmentAmount_Port_of_Salalah_Port_of_Beirut + 4464.0*ShipmentAmount_Port_of_Salalah_Port_of_Bratislava + 4362.0*ShipmentAmount_Port_of_Salalah_Port_of_Budapest + 6786.0*ShipmentAmount_Port_of_Salalah_Port_of_Busan + 1186.0*ShipmentAmount_Port_of_Salalah_Port_of_Doha + 3571.0*ShipmentAmount_Port_of_Salalah_Port_of_Durban + 2086.0*ShipmentAmount_Port_of_Salalah_Port_of_Gaza + 7025.0*ShipmentAmount_Port_of_Salalah_Port_of_Gdansk + 3367.0*ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro + 6418.0*ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg + 2367.0*ShipmentAmount_Port_of_Salalah_Port_of_Haifa + 6307.0*ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck + 6307.0*ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany + 5424.0*ShipmentAmount_Port_of_Salalah_Port_of_Hedland + 833.0*ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah + 6081.0*ShipmentAmount_Port_of_Salalah_Port_of_Immingham + 1143.0*ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru + 999.0*ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali + 1372.0*ShipmentAmount_Port_of_Salalah_Port_of_Jeddah + 5704.0*ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung + 1307.0*ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz + 2582.0*ShipmentAmount_Port_of_Salalah_Port_of_Latakia + 11137.0*ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles + 11791.0*ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo + 4081.0*ShipmentAmount_Port_of_Salalah_Port_of_Marseille + 2577.0*ShipmentAmount_Port_of_Salalah_Port_of_Mersin + 1253.0*ShipmentAmount_Port_of_Salalah_Port_of_Mina + 8471.0*ShipmentAmount_Port_of_Salalah_Port_of_Montreal + 7148.0*ShipmentAmount_Port_of_Salalah_Port_of_Nagoya + 7930.0*ShipmentAmount_Port_of_Salalah_Port_of_New_York + 7936.0*ShipmentAmount_Port_of_Salalah_Port_of_Newcastle + 6030.0*ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam + 8408.0*ShipmentAmount_Port_of_Salalah_Port_of_Santos + 6270.0*ShipmentAmount_Port_of_Salalah_Port_of_Shanghai + 1480.0*ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh + 4050.0*ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok + 1524.0*ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr + 10461.0*ShipmentAmount_Port_of_Salalah_Port_of_Vancouver + 4476.0*ShipmentAmount_Port_of_Salalah_Port_of_Vienna + 7529.0*ShipmentAmount_Port_of_Santos_Port_of_Alexandria + 5426.0*ShipmentAmount_Port_of_Santos_Port_of_Algeciras + 6658.0*ShipmentAmount_Port_of_Santos_Port_of_Antwerp + 8005.0*ShipmentAmount_Port_of_Santos_Port_of_Aqaba + 9351.0*ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas + 11741.0*ShipmentAmount_Port_of_Santos_Port_of_Bangkok + 7626.0*ShipmentAmount_Port_of_Santos_Port_of_Beirut + 8693.0*ShipmentAmount_Port_of_Santos_Port_of_Bratislava + 8591.0*ShipmentAmount_Port_of_Santos_Port_of_Budapest + 13783.0*ShipmentAmount_Port_of_Santos_Port_of_Busan + 9594.0*ShipmentAmount_Port_of_Santos_Port_of_Doha + 4838.0*ShipmentAmount_Port_of_Santos_Port_of_Durban + 6360.0*ShipmentAmount_Port_of_Santos_Port_of_Gaza + 7745.0*ShipmentAmount_Port_of_Santos_Port_of_Gdansk + 6528.0*ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro + 7293.0*ShipmentAmount_Port_of_Santos_Port_of_Gothenburg + 7667.0*ShipmentAmount_Port_of_Santos_Port_of_Haifa + 7027.0*ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck + 7026.0*ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany + 8509.0*ShipmentAmount_Port_of_Santos_Port_of_Hedland + 8624.0*ShipmentAmount_Port_of_Santos_Port_of_Hodeidah + 6799.0*ShipmentAmount_Port_of_Santos_Port_of_Immingham + 9552.0*ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru + 9407.0*ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali + 8432.0*ShipmentAmount_Port_of_Santos_Port_of_Jeddah + 12691.0*ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung + 9716.0*ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz + 7553.0*ShipmentAmount_Port_of_Santos_Port_of_Latakia + 8718.0*ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles + 7223.0*ShipmentAmount_Port_of_Santos_Port_of_Manzanillo + 6204.0*ShipmentAmount_Port_of_Santos_Port_of_Marseille + 7528.0*ShipmentAmount_Port_of_Santos_Port_of_Mersin + 9662.0*ShipmentAmount_Port_of_Santos_Port_of_Mina + 6795.0*ShipmentAmount_Port_of_Santos_Port_of_Montreal + 11468.0*ShipmentAmount_Port_of_Santos_Port_of_Nagoya + 6148.0*ShipmentAmount_Port_of_Santos_Port_of_New_York + 7848.0*ShipmentAmount_Port_of_Santos_Port_of_Newcastle + 6749.0*ShipmentAmount_Port_of_Santos_Port_of_Rotterdam + 8408.0*ShipmentAmount_Port_of_Santos_Port_of_Salalah + 1804.0*ShipmentAmount_Port_of_Santos_Port_of_Shanghai + 9888.0*ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh + 10371.0*ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok + 9933.0*ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr + 10037.0*ShipmentAmount_Port_of_Santos_Port_of_Vancouver + 8705.0*ShipmentAmount_Port_of_Santos_Port_of_Vienna + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 10346.0*ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras + 11907.0*ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 2872.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 10432.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava + 10330.0*ShipmentAmount_Port_of_Shanghai_Port_of_Budapest + 535.0*ShipmentAmount_Port_of_Shanghai_Port_of_Busan + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 8418.0*ShipmentAmount_Port_of_Shanghai_Port_of_Durban + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 12993.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk + 9335.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro + 12539.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 12277.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck + 12277.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany + 3701.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hedland + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 12049.0*ShipmentAmount_Port_of_Shanghai_Port_of_Immingham + 5293.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 597.0*ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 5688.0*ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles + 6843.0*ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo + 10048.0*ShipmentAmount_Port_of_Shanghai_Port_of_Marseille + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6882.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mina + 11673.0*ShipmentAmount_Port_of_Shanghai_Port_of_Montreal + 1007.0*ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya + 10547.0*ShipmentAmount_Port_of_Shanghai_Port_of_New_York + 5140.0*ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle + 11999.0*ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 13268.0*ShipmentAmount_Port_of_Shanghai_Port_of_Santos + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 2909.0*ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4956.0*ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver + 10444.0*ShipmentAmount_Port_of_Shanghai_Port_of_Vienna + 3877.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria + 5858.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras + 7419.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp + 3423.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba + 537.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas + 5315.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok + 3896.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut + 5944.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava + 5841.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest + 7611.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan + 421.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha + 5050.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban + 3363.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza + 8504.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk + 4847.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro + 8051.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg + 3847.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa + 7788.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck + 7788.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany + 6246.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland + 2313.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah + 7560.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham + 1802.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru + 562.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali + 2852.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah + 6528.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung + 203.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz + 4061.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia + 11504.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles + 13286.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo + 5558.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille + 4057.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin + 310.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina + 9794.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal + 7972.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya + 9392.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York + 8757.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle + 7510.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam + 1480.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah + 9888.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos + 7094.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai + 4873.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok + 71*ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr + 10828.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver + 5955.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna + 5710.0*ShipmentAmount_Port_of_Singapore_Port_of_Alexandria + 7691.0*ShipmentAmount_Port_of_Singapore_Port_of_Algeciras + 9252.0*ShipmentAmount_Port_of_Singapore_Port_of_Antwerp + 5256.0*ShipmentAmount_Port_of_Singapore_Port_of_Aqaba + 3902.0*ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas + 917.0*ShipmentAmount_Port_of_Singapore_Port_of_Bangkok + 5729.0*ShipmentAmount_Port_of_Singapore_Port_of_Beirut + 7777.0*ShipmentAmount_Port_of_Singapore_Port_of_Bratislava + 7674.0*ShipmentAmount_Port_of_Singapore_Port_of_Budapest + 3208.0*ShipmentAmount_Port_of_Singapore_Port_of_Busan + 4158.0*ShipmentAmount_Port_of_Singapore_Port_of_Doha + 6025.0*ShipmentAmount_Port_of_Singapore_Port_of_Durban + 5531.0*ShipmentAmount_Port_of_Singapore_Port_of_Gaza + 10337.0*ShipmentAmount_Port_of_Singapore_Port_of_Gdansk + 6680.0*ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro + 9883.0*ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg + 5680.0*ShipmentAmount_Port_of_Singapore_Port_of_Haifa + 9621.0*ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck + 9621.0*ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany + 2206.0*ShipmentAmount_Port_of_Singapore_Port_of_Hedland + 4146.0*ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah + 9393.0*ShipmentAmount_Port_of_Singapore_Port_of_Immingham + 2637.0*ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru + 3971.0*ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali + 4685.0*ShipmentAmount_Port_of_Singapore_Port_of_Jeddah + 2126.0*ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung + 4266.0*ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz + 5894.0*ShipmentAmount_Port_of_Singapore_Port_of_Latakia + 7683.0*ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles + 15120.0*ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo + 7391.0*ShipmentAmount_Port_of_Singapore_Port_of_Marseille + 5890.0*ShipmentAmount_Port_of_Singapore_Port_of_Mersin + 4226.0*ShipmentAmount_Port_of_Singapore_Port_of_Mina + 10507.0*ShipmentAmount_Port_of_Singapore_Port_of_Montreal + 3570.0*ShipmentAmount_Port_of_Singapore_Port_of_Nagoya + 11205.0*ShipmentAmount_Port_of_Singapore_Port_of_New_York + 4717.0*ShipmentAmount_Port_of_Singapore_Port_of_Newcastle + 9343.0*ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam + 3614.0*ShipmentAmount_Port_of_Singapore_Port_of_Salalah + 10863.0*ShipmentAmount_Port_of_Singapore_Port_of_Santos + 2692.0*ShipmentAmount_Port_of_Singapore_Port_of_Shanghai + 4439.0*ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh + 591.0*ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok + 4483.0*ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr + 7007.0*ShipmentAmount_Port_of_Singapore_Port_of_Vancouver + 7788.0*ShipmentAmount_Port_of_Singapore_Port_of_Vienna + 12322.0*ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria + 10218.0*ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras + 11472.0*ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp + 12797.0*ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba + 10381.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas + 7026.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok + 12441.0*ShipmentAmount_Port_of_Vancouver_Port_of_Beirut + 13486.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava + 13383.0*ShipmentAmount_Port_of_Vancouver_Port_of_Budapest + 4517.0*ShipmentAmount_Port_of_Vancouver_Port_of_Busan + 10603.0*ShipmentAmount_Port_of_Vancouver_Port_of_Doha + 13733.0*ShipmentAmount_Port_of_Vancouver_Port_of_Durban + 10365.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gaza + 12534.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk + 11320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro + 12082.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg + 12461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Haifa + 11819.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck + 11819.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany + 7508.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hedland + 11270.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah + 11591.0*ShipmentAmount_Port_of_Vancouver_Port_of_Immingham + 9428.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru + 10440.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali + 13108.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah + 5419.0*ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung + 10668.0*ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz + 12345.0*ShipmentAmount_Port_of_Vancouver_Port_of_Latakia + 1319.0*ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles + 2814.0*ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo + 10996.0*ShipmentAmount_Port_of_Vancouver_Port_of_Marseille + 12320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mersin + 15871.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mina + 8708.0*ShipmentAmount_Port_of_Vancouver_Port_of_Montreal + 4321.0*ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya + 7051.0*ShipmentAmount_Port_of_Vancouver_Port_of_New_York + 6731.0*ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle + 11541.0*ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam + 10461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Salalah + 8403.0*ShipmentAmount_Port_of_Vancouver_Port_of_Santos + 4956.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai + 10828.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh + 7279.0*ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok + 10848.0*ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr + 13490.0*ShipmentAmount_Port_of_Vancouver_Port_of_Vienna + 0.0\n",
       "VARIABLES\n",
       "ShipmentAmount_Buenaventura_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Busan Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Doha Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Durban Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Mina Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_New_York Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Santos Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Busan Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Durban Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mina Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_New_York Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Santos Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Vienna Continuous"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "8033.0*ShipmentAmount_Buenaventura_Port_of_Alexandria + 5930.0*ShipmentAmount_Buenaventura_Port_of_Algeciras + 7162.0*ShipmentAmount_Buenaventura_Port_of_Antwerp + 8509.0*ShipmentAmount_Buenaventura_Port_of_Aqaba + 11251.0*ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas + 10711.0*ShipmentAmount_Buenaventura_Port_of_Bangkok + 8130.0*ShipmentAmount_Buenaventura_Port_of_Beirut + 9197.0*ShipmentAmount_Buenaventura_Port_of_Bratislava + 9095.0*ShipmentAmount_Buenaventura_Port_of_Budapest + 8250.0*ShipmentAmount_Buenaventura_Port_of_Busan + 11494.0*ShipmentAmount_Buenaventura_Port_of_Doha + 9424.0*ShipmentAmount_Buenaventura_Port_of_Durban + 6743.0*ShipmentAmount_Buenaventura_Port_of_Gaza + 8247.0*ShipmentAmount_Buenaventura_Port_of_Gdansk + 7032.0*ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro + 7794.0*ShipmentAmount_Buenaventura_Port_of_Gothenburg + 8173.0*ShipmentAmount_Buenaventura_Port_of_Haifa + 7531.0*ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck + 7531.0*ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany + 10049.0*ShipmentAmount_Buenaventura_Port_of_Hedland + 9474.0*ShipmentAmount_Buenaventura_Port_of_Hodeidah + 7303.0*ShipmentAmount_Buenaventura_Port_of_Immingham + 11451.0*ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru + 11307.0*ShipmentAmount_Buenaventura_Port_of_Jebel_Ali + 8936.0*ShipmentAmount_Buenaventura_Port_of_Jeddah + 9114.0*ShipmentAmount_Buenaventura_Port_of_Kaohsiung + 11615.0*ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz + 8057.0*ShipmentAmount_Buenaventura_Port_of_Latakia + 3669.0*ShipmentAmount_Buenaventura_Port_of_Los_Angeles + 2178.0*ShipmentAmount_Buenaventura_Port_of_Manzanillo + 6708.0*ShipmentAmount_Buenaventura_Port_of_Marseille + 8032.0*ShipmentAmount_Buenaventura_Port_of_Mersin + 11561.0*ShipmentAmount_Buenaventura_Port_of_Mina + 4387.0*ShipmentAmount_Buenaventura_Port_of_Montreal + 7977.0*ShipmentAmount_Buenaventura_Port_of_Nagoya + 2743.0*ShipmentAmount_Buenaventura_Port_of_New_York + 7610.0*ShipmentAmount_Buenaventura_Port_of_Newcastle + 7253.0*ShipmentAmount_Buenaventura_Port_of_Rotterdam + 10308.0*ShipmentAmount_Buenaventura_Port_of_Salalah + 5729.0*ShipmentAmount_Buenaventura_Port_of_Santos + 8689.0*ShipmentAmount_Buenaventura_Port_of_Shanghai + 11788.0*ShipmentAmount_Buenaventura_Port_of_Shuwaikh + 10635.0*ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok + 11832.0*ShipmentAmount_Buenaventura_Port_of_Umm_Qasr + 4988.0*ShipmentAmount_Buenaventura_Port_of_Vancouver + 9209.0*ShipmentAmount_Buenaventura_Port_of_Vienna + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 7321.0*ShipmentAmount_Penang_Port_Port_of_Algeciras + 8882.0*ShipmentAmount_Penang_Port_Port_of_Antwerp + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 1246.0*ShipmentAmount_Penang_Port_Port_of_Bangkok + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 7407.0*ShipmentAmount_Penang_Port_Port_of_Bratislava + 7305.0*ShipmentAmount_Penang_Port_Port_of_Budapest + 3542.0*ShipmentAmount_Penang_Port_Port_of_Busan + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5695.0*ShipmentAmount_Penang_Port_Port_of_Durban + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 9970.0*ShipmentAmount_Penang_Port_Port_of_Gdansk + 6310.0*ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro + 9517.0*ShipmentAmount_Penang_Port_Port_of_Gothenburg + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 9251.0*ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck + 9251.0*ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany + 2565.0*ShipmentAmount_Penang_Port_Port_of_Hedland + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 9024.0*ShipmentAmount_Penang_Port_Port_of_Immingham + 2268.0*ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 2461.0*ShipmentAmount_Penang_Port_Port_of_Kaohsiung + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 8035.0*ShipmentAmount_Penang_Port_Port_of_Los_Angeles + 9149.0*ShipmentAmount_Penang_Port_Port_of_Manzanillo + 7024.0*ShipmentAmount_Penang_Port_Port_of_Marseille + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3856.0*ShipmentAmount_Penang_Port_Port_of_Mina + 9839.0*ShipmentAmount_Penang_Port_Port_of_Montreal + 3903.0*ShipmentAmount_Penang_Port_Port_of_Nagoya + 9024.0*ShipmentAmount_Penang_Port_Port_of_New_York + 5076.0*ShipmentAmount_Penang_Port_Port_of_Newcastle + 8973.0*ShipmentAmount_Penang_Port_Port_of_Rotterdam + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 10534.0*ShipmentAmount_Penang_Port_Port_of_Santos + 3025.0*ShipmentAmount_Penang_Port_Port_of_Shanghai + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 950.0*ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 7359.0*ShipmentAmount_Penang_Port_Port_of_Vancouver + 7419.0*ShipmentAmount_Penang_Port_Port_of_Vienna + 2103.0*ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras + 3665.0*ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp + 598.0*ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba + 3340.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas + 6585.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok + 427.0*ShipmentAmount_Port_of_Alexandria_Port_of_Beirut + 2150.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava + 2047.0*ShipmentAmount_Port_of_Alexandria_Port_of_Budapest + 8882.0*ShipmentAmount_Port_of_Alexandria_Port_of_Busan + 3583.0*ShipmentAmount_Port_of_Alexandria_Port_of_Doha + 5347.0*ShipmentAmount_Port_of_Alexandria_Port_of_Durban + 242.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gaza + 4750.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk + 1092.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro + 4298.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg + 370.0*ShipmentAmount_Port_of_Alexandria_Port_of_Haifa + 4033.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck + 4034.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany + 7404.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hedland + 1563.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah + 3806.0*ShipmentAmount_Port_of_Alexandria_Port_of_Immingham + 3540.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru + 3396.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali + 1024.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah + 7800.0*ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung + 3704.0*ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz + 571.0*ShipmentAmount_Port_of_Alexandria_Port_of_Latakia + 11025.0*ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles + 9534.0*ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo + 1805.0*ShipmentAmount_Port_of_Alexandria_Port_of_Marseille + 546.0*ShipmentAmount_Port_of_Alexandria_Port_of_Mersin + 3650.0*ShipmentAmount_Port_of_Alexandria_Port_of_Mina + 6196.0*ShipmentAmount_Port_of_Alexandria_Port_of_Montreal + 9243.0*ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya + 5618.0*ShipmentAmount_Port_of_Alexandria_Port_of_New_York + 9914.0*ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle + 3756.0*ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam + 2397.0*ShipmentAmount_Port_of_Alexandria_Port_of_Salalah + 7529.0*ShipmentAmount_Port_of_Alexandria_Port_of_Santos + 8365.0*ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai + 3877.0*ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh + 6030.0*ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok + 3921.0*ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr + 12322.0*ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver + 2163.0*ShipmentAmount_Port_of_Alexandria_Port_of_Vienna + 2103.0*ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria + 1561.0*ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp + 2579.0*ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba + 5321.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas + 8567.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok + 2200.0*ShipmentAmount_Port_of_Algeciras_Port_of_Beirut + 3267.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava + 3165.0*ShipmentAmount_Port_of_Algeciras_Port_of_Budapest + 10863.0*ShipmentAmount_Port_of_Algeciras_Port_of_Busan + 5564.0*ShipmentAmount_Port_of_Algeciras_Port_of_Doha + 6834.0*ShipmentAmount_Port_of_Algeciras_Port_of_Durban + 2004.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gaza + 2649.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk + 1102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro + 2195.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg + 2242.0*ShipmentAmount_Port_of_Algeciras_Port_of_Haifa + 1929.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck + 1929.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany + 9385.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hedland + 3545.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah + 1703.0*ShipmentAmount_Port_of_Algeciras_Port_of_Immingham + 5521.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru + 5377.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali + 3006.0*ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah + 9782.0*ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung + 5685.0*ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz + 2127.0*ShipmentAmount_Port_of_Algeciras_Port_of_Latakia + 8922.0*ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles + 7413.0*ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo + 778.0*ShipmentAmount_Port_of_Algeciras_Port_of_Marseille + 2102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mersin + 5631.0*ShipmentAmount_Port_of_Algeciras_Port_of_Mina + 4093.0*ShipmentAmount_Port_of_Algeciras_Port_of_Montreal + 11224.0*ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya + 3515.0*ShipmentAmount_Port_of_Algeciras_Port_of_New_York + 11896.0*ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle + 1652.0*ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam + 4378.0*ShipmentAmount_Port_of_Algeciras_Port_of_Salalah + 5426.0*ShipmentAmount_Port_of_Algeciras_Port_of_Santos + 10346.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai + 5858.0*ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh + 8011.0*ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok + 5902.0*ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr + 10218.0*ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver + 3279.0*ShipmentAmount_Port_of_Algeciras_Port_of_Vienna + 3665.0*ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria + 1561.0*ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras + 4141.0*ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba + 6882.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas + 10128.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok + 3761.0*ShipmentAmount_Port_of_Antwerp_Port_of_Beirut + 4829.0*ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava + 4726.0*ShipmentAmount_Port_of_Antwerp_Port_of_Budapest + 12424.0*ShipmentAmount_Port_of_Antwerp_Port_of_Busan + 7125.0*ShipmentAmount_Port_of_Antwerp_Port_of_Doha + 8066.0*ShipmentAmount_Port_of_Antwerp_Port_of_Durban + 3327.94*ShipmentAmount_Port_of_Antwerp_Port_of_Gaza + 1143.0*ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk + 2663.0*ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro + 690.0*ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg + 3804.0*ShipmentAmount_Port_of_Antwerp_Port_of_Haifa + 426.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck + 426.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany + 10946.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hedland + 5106.0*ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah + 313.0*ShipmentAmount_Port_of_Antwerp_Port_of_Immingham + 7082.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru + 6938.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali + 4567.0*ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah + 11343.0*ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung + 7247.0*ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz + 3689.0*ShipmentAmount_Port_of_Antwerp_Port_of_Latakia + 10154.0*ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles + 8663.0*ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo + 2339.0*ShipmentAmount_Port_of_Antwerp_Port_of_Marseille + 3664.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mersin + 7193.0*ShipmentAmount_Port_of_Antwerp_Port_of_Mina + 3300.0*ShipmentAmount_Port_of_Antwerp_Port_of_Montreal + 12786.0*ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya + 3827.0*ShipmentAmount_Port_of_Antwerp_Port_of_New_York + 13457.0*ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle + 144.0*ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam + 5939.0*ShipmentAmount_Port_of_Antwerp_Port_of_Salalah + 6658.0*ShipmentAmount_Port_of_Antwerp_Port_of_Santos + 11907.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai + 7419.0*ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh + 9572.0*ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok + 7464.0*ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr + 11450.0*ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver + 4841.0*ShipmentAmount_Port_of_Antwerp_Port_of_Vienna + 6585.0*ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria + 8567.0*ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras + 10128.0*ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp + 6132.0*ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba + 4778.0*ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas + 6605.0*ShipmentAmount_Port_of_Bangkok_Port_of_Beirut + 8653.0*ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava + 8550.0*ShipmentAmount_Port_of_Bangkok_Port_of_Budapest + 3388.0*ShipmentAmount_Port_of_Bangkok_Port_of_Busan + 5034.0*ShipmentAmount_Port_of_Bangkok_Port_of_Doha + 6941.0*ShipmentAmount_Port_of_Bangkok_Port_of_Durban + 6341.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gaza + 11215.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk + 7555.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro + 10763.0*ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg + 6556.0*ShipmentAmount_Port_of_Bangkok_Port_of_Haifa + 10496.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck + 10496.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany + 3109.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hedland + 5022.0*ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah + 10269.0*ShipmentAmount_Port_of_Bangkok_Port_of_Immingham + 3513.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru + 4847.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali + 5561.0*ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah + 2307.0*ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung + 5142.0*ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz + 6770.0*ShipmentAmount_Port_of_Bangkok_Port_of_Latakia + 7730.0*ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles + 8865.0*ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo + 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1480.0*ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh + 4050.0*ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok + 1524.0*ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr + 10461.0*ShipmentAmount_Port_of_Salalah_Port_of_Vancouver + 4476.0*ShipmentAmount_Port_of_Salalah_Port_of_Vienna + 7529.0*ShipmentAmount_Port_of_Santos_Port_of_Alexandria + 5426.0*ShipmentAmount_Port_of_Santos_Port_of_Algeciras + 6658.0*ShipmentAmount_Port_of_Santos_Port_of_Antwerp + 8005.0*ShipmentAmount_Port_of_Santos_Port_of_Aqaba + 9351.0*ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas + 11741.0*ShipmentAmount_Port_of_Santos_Port_of_Bangkok + 7626.0*ShipmentAmount_Port_of_Santos_Port_of_Beirut + 8693.0*ShipmentAmount_Port_of_Santos_Port_of_Bratislava + 8591.0*ShipmentAmount_Port_of_Santos_Port_of_Budapest + 13783.0*ShipmentAmount_Port_of_Santos_Port_of_Busan + 9594.0*ShipmentAmount_Port_of_Santos_Port_of_Doha + 4838.0*ShipmentAmount_Port_of_Santos_Port_of_Durban + 6360.0*ShipmentAmount_Port_of_Santos_Port_of_Gaza + 7745.0*ShipmentAmount_Port_of_Santos_Port_of_Gdansk + 6528.0*ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro + 7293.0*ShipmentAmount_Port_of_Santos_Port_of_Gothenburg + 7667.0*ShipmentAmount_Port_of_Santos_Port_of_Haifa + 7027.0*ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck + 7026.0*ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany + 8509.0*ShipmentAmount_Port_of_Santos_Port_of_Hedland + 8624.0*ShipmentAmount_Port_of_Santos_Port_of_Hodeidah + 6799.0*ShipmentAmount_Port_of_Santos_Port_of_Immingham + 9552.0*ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru + 9407.0*ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali + 8432.0*ShipmentAmount_Port_of_Santos_Port_of_Jeddah + 12691.0*ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung + 9716.0*ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz + 7553.0*ShipmentAmount_Port_of_Santos_Port_of_Latakia + 8718.0*ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles + 7223.0*ShipmentAmount_Port_of_Santos_Port_of_Manzanillo + 6204.0*ShipmentAmount_Port_of_Santos_Port_of_Marseille + 7528.0*ShipmentAmount_Port_of_Santos_Port_of_Mersin + 9662.0*ShipmentAmount_Port_of_Santos_Port_of_Mina + 6795.0*ShipmentAmount_Port_of_Santos_Port_of_Montreal + 11468.0*ShipmentAmount_Port_of_Santos_Port_of_Nagoya + 6148.0*ShipmentAmount_Port_of_Santos_Port_of_New_York + 7848.0*ShipmentAmount_Port_of_Santos_Port_of_Newcastle + 6749.0*ShipmentAmount_Port_of_Santos_Port_of_Rotterdam + 8408.0*ShipmentAmount_Port_of_Santos_Port_of_Salalah + 1804.0*ShipmentAmount_Port_of_Santos_Port_of_Shanghai + 9888.0*ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh + 10371.0*ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok + 9933.0*ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr + 10037.0*ShipmentAmount_Port_of_Santos_Port_of_Vancouver + 8705.0*ShipmentAmount_Port_of_Santos_Port_of_Vienna + 8365.0*ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria + 10346.0*ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras + 11907.0*ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp + 7912.0*ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba + 6557.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas + 2872.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok + 8385.0*ShipmentAmount_Port_of_Shanghai_Port_of_Beirut + 10432.0*ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava + 10330.0*ShipmentAmount_Port_of_Shanghai_Port_of_Budapest + 535.0*ShipmentAmount_Port_of_Shanghai_Port_of_Busan + 6814.0*ShipmentAmount_Port_of_Shanghai_Port_of_Doha + 8418.0*ShipmentAmount_Port_of_Shanghai_Port_of_Durban + 7660.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gaza + 12993.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk + 9335.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro + 12539.0*ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg + 8336.0*ShipmentAmount_Port_of_Shanghai_Port_of_Haifa + 12277.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck + 12277.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany + 3701.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hedland + 6802.0*ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah + 12049.0*ShipmentAmount_Port_of_Shanghai_Port_of_Immingham + 5293.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru + 6627.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali + 7341.0*ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah + 597.0*ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung + 6922.0*ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz + 8550.0*ShipmentAmount_Port_of_Shanghai_Port_of_Latakia + 5688.0*ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles + 6843.0*ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo + 10048.0*ShipmentAmount_Port_of_Shanghai_Port_of_Marseille + 8546.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mersin + 6882.0*ShipmentAmount_Port_of_Shanghai_Port_of_Mina + 11673.0*ShipmentAmount_Port_of_Shanghai_Port_of_Montreal + 1007.0*ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya + 10547.0*ShipmentAmount_Port_of_Shanghai_Port_of_New_York + 5140.0*ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle + 11999.0*ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam + 6270.0*ShipmentAmount_Port_of_Shanghai_Port_of_Salalah + 13268.0*ShipmentAmount_Port_of_Shanghai_Port_of_Santos + 7094.0*ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh + 2909.0*ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok + 7139.0*ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr + 4956.0*ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver + 10444.0*ShipmentAmount_Port_of_Shanghai_Port_of_Vienna + 3877.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria + 5858.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras + 7419.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp + 3423.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba + 537.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas + 5315.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok + 3896.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut + 5944.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava + 5841.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest + 7611.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan + 421.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha + 5050.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban + 3363.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza + 8504.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk + 4847.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro + 8051.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg + 3847.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa + 7788.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck + 7788.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany + 6246.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland + 2313.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah + 7560.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham + 1802.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru + 562.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali + 2852.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah + 6528.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung + 203.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz + 4061.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia + 11504.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles + 13286.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo + 5558.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille + 4057.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin + 310.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina + 9794.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal + 7972.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya + 9392.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York + 8757.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle + 7510.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam + 1480.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah + 9888.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos + 7094.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai + 4873.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok + 71*ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr + 10828.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver + 5955.0*ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna + 5710.0*ShipmentAmount_Port_of_Singapore_Port_of_Alexandria + 7691.0*ShipmentAmount_Port_of_Singapore_Port_of_Algeciras + 9252.0*ShipmentAmount_Port_of_Singapore_Port_of_Antwerp + 5256.0*ShipmentAmount_Port_of_Singapore_Port_of_Aqaba + 3902.0*ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas + 917.0*ShipmentAmount_Port_of_Singapore_Port_of_Bangkok + 5729.0*ShipmentAmount_Port_of_Singapore_Port_of_Beirut + 7777.0*ShipmentAmount_Port_of_Singapore_Port_of_Bratislava + 7674.0*ShipmentAmount_Port_of_Singapore_Port_of_Budapest + 3208.0*ShipmentAmount_Port_of_Singapore_Port_of_Busan + 4158.0*ShipmentAmount_Port_of_Singapore_Port_of_Doha + 6025.0*ShipmentAmount_Port_of_Singapore_Port_of_Durban + 5531.0*ShipmentAmount_Port_of_Singapore_Port_of_Gaza + 10337.0*ShipmentAmount_Port_of_Singapore_Port_of_Gdansk + 6680.0*ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro + 9883.0*ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg + 5680.0*ShipmentAmount_Port_of_Singapore_Port_of_Haifa + 9621.0*ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck + 9621.0*ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany + 2206.0*ShipmentAmount_Port_of_Singapore_Port_of_Hedland + 4146.0*ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah + 9393.0*ShipmentAmount_Port_of_Singapore_Port_of_Immingham + 2637.0*ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru + 3971.0*ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali + 4685.0*ShipmentAmount_Port_of_Singapore_Port_of_Jeddah + 2126.0*ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung + 4266.0*ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz + 5894.0*ShipmentAmount_Port_of_Singapore_Port_of_Latakia + 7683.0*ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles + 15120.0*ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo + 7391.0*ShipmentAmount_Port_of_Singapore_Port_of_Marseille + 5890.0*ShipmentAmount_Port_of_Singapore_Port_of_Mersin + 4226.0*ShipmentAmount_Port_of_Singapore_Port_of_Mina + 10507.0*ShipmentAmount_Port_of_Singapore_Port_of_Montreal + 3570.0*ShipmentAmount_Port_of_Singapore_Port_of_Nagoya + 11205.0*ShipmentAmount_Port_of_Singapore_Port_of_New_York + 4717.0*ShipmentAmount_Port_of_Singapore_Port_of_Newcastle + 9343.0*ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam + 3614.0*ShipmentAmount_Port_of_Singapore_Port_of_Salalah + 10863.0*ShipmentAmount_Port_of_Singapore_Port_of_Santos + 2692.0*ShipmentAmount_Port_of_Singapore_Port_of_Shanghai + 4439.0*ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh + 591.0*ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok + 4483.0*ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr + 7007.0*ShipmentAmount_Port_of_Singapore_Port_of_Vancouver + 7788.0*ShipmentAmount_Port_of_Singapore_Port_of_Vienna + 12322.0*ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria + 10218.0*ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras + 11472.0*ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp + 12797.0*ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba + 10381.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas + 7026.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok + 12441.0*ShipmentAmount_Port_of_Vancouver_Port_of_Beirut + 13486.0*ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava + 13383.0*ShipmentAmount_Port_of_Vancouver_Port_of_Budapest + 4517.0*ShipmentAmount_Port_of_Vancouver_Port_of_Busan + 10603.0*ShipmentAmount_Port_of_Vancouver_Port_of_Doha + 13733.0*ShipmentAmount_Port_of_Vancouver_Port_of_Durban + 10365.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gaza + 12534.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk + 11320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro + 12082.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg + 12461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Haifa + 11819.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck + 11819.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany + 7508.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hedland + 11270.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah + 11591.0*ShipmentAmount_Port_of_Vancouver_Port_of_Immingham + 9428.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru + 10440.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali + 13108.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah + 5419.0*ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung + 10668.0*ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz + 12345.0*ShipmentAmount_Port_of_Vancouver_Port_of_Latakia + 1319.0*ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles + 2814.0*ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo + 10996.0*ShipmentAmount_Port_of_Vancouver_Port_of_Marseille + 12320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mersin + 15871.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mina + 8708.0*ShipmentAmount_Port_of_Vancouver_Port_of_Montreal + 4321.0*ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya + 7051.0*ShipmentAmount_Port_of_Vancouver_Port_of_New_York + 6731.0*ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle + 11541.0*ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam + 10461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Salalah + 8403.0*ShipmentAmount_Port_of_Vancouver_Port_of_Santos + 4956.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai + 10828.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh + 7279.0*ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok + 10848.0*ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr + 13490.0*ShipmentAmount_Port_of_Vancouver_Port_of_Vienna + 0.0\n",
       "SUBJECT TO\n",
       "_C1: ShipmentAmount_Buenaventura_Port_of_Newcastle\n",
       " + ShipmentAmount_Penang_Port_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle >= 1836916.4\n",
       "\n",
       "_C2: ShipmentAmount_Buenaventura_Port_of_Hedland\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hedland >= 10483669.43\n",
       "\n",
       "_C3: ShipmentAmount_Buenaventura_Port_of_Vienna\n",
       " + ShipmentAmount_Penang_Port_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Vienna >= 644911.8\n",
       "\n",
       "_C4: ShipmentAmount_Buenaventura_Port_of_Mina\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mina >= 1879080\n",
       "\n",
       "_C5: ShipmentAmount_Buenaventura_Port_of_Antwerp\n",
       " + ShipmentAmount_Penang_Port_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp >= 3539318.59\n",
       "\n",
       "_C6: ShipmentAmount_Buenaventura_Port_of_Santos\n",
       " + ShipmentAmount_Penang_Port_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Santos >= 390810\n",
       "\n",
       "_C7: ShipmentAmount_Buenaventura_Port_of_Montreal\n",
       " + ShipmentAmount_Penang_Port_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Montreal >= 5879772.89\n",
       "\n",
       "_C8: ShipmentAmount_Buenaventura_Port_of_Vancouver\n",
       " + ShipmentAmount_Penang_Port_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver >= 1371830.8\n",
       "\n",
       "_C9: ShipmentAmount_Buenaventura_Port_of_Shanghai\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai >= 43094265.71\n",
       "\n",
       "_C10: ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck >= 12214338.7\n",
       "\n",
       "_C11: ShipmentAmount_Buenaventura_Port_of_Alexandria\n",
       " + ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria >= 49140\n",
       "\n",
       "_C12: ShipmentAmount_Buenaventura_Port_of_Marseille\n",
       " + ShipmentAmount_Penang_Port_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Marseille >= 15997815.64\n",
       "\n",
       "_C13: ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany >= 19755457.91\n",
       "\n",
       "_C14: ShipmentAmount_Buenaventura_Port_of_Budapest\n",
       " + ShipmentAmount_Penang_Port_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Budapest >= 2248890\n",
       "\n",
       "_C15: ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru >= 60676592.4\n",
       "\n",
       "_C16: ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok >= 9150002.36\n",
       "\n",
       "_C17: ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas >= 163590\n",
       "\n",
       "_C18: ShipmentAmount_Buenaventura_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr >= 10920\n",
       "\n",
       "_C19: ShipmentAmount_Buenaventura_Port_of_Haifa\n",
       " + ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Haifa >= 1890\n",
       "\n",
       "_C20: ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro >= 2183770.35\n",
       "\n",
       "_C21: ShipmentAmount_Buenaventura_Port_of_Nagoya\n",
       " + ShipmentAmount_Penang_Port_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya >= 95804686.59\n",
       "\n",
       "_C22: ShipmentAmount_Buenaventura_Port_of_Aqaba\n",
       " + ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba >= 2055060\n",
       "\n",
       "_C23: ShipmentAmount_Buenaventura_Port_of_Busan\n",
       " + ShipmentAmount_Penang_Port_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Busan >= 69461024.66\n",
       "\n",
       "_C24: ShipmentAmount_Buenaventura_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh >= 3406764.93\n",
       "\n",
       "_C25: ShipmentAmount_Buenaventura_Port_of_Beirut\n",
       " + ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Beirut >= 30240\n",
       "\n",
       "_C26: ShipmentAmount_Buenaventura_Port_of_Manzanillo\n",
       " + ShipmentAmount_Penang_Port_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo >= 3304560\n",
       "\n",
       "_C27: ShipmentAmount_Buenaventura_Port_of_Rotterdam\n",
       " + ShipmentAmount_Penang_Port_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam >= 1082857.27\n",
       "\n",
       "_C28: ShipmentAmount_Buenaventura_Port_of_Salalah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Salalah >= 210\n",
       "\n",
       "_C29: ShipmentAmount_Buenaventura_Port_of_Gaza\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gaza >= 0\n",
       "\n",
       "_C30: ShipmentAmount_Buenaventura_Port_of_Gdansk\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk >= 1608748.35\n",
       "\n",
       "_C31: ShipmentAmount_Buenaventura_Port_of_Doha\n",
       " + ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Doha >= 3377010\n",
       "\n",
       "_C32: ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz >= 4663931.38\n",
       "\n",
       "_C33: ShipmentAmount_Buenaventura_Port_of_Jeddah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah >= 1608768.62\n",
       "\n",
       "_C34: ShipmentAmount_Buenaventura_Port_of_Bratislava\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava >= 6011319.58\n",
       "\n",
       "_C35: ShipmentAmount_Buenaventura_Port_of_Durban\n",
       " + ShipmentAmount_Penang_Port_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Durban >= 1494150\n",
       "\n",
       "_C36: ShipmentAmount_Buenaventura_Port_of_Algeciras\n",
       " + ShipmentAmount_Penang_Port_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras >= 10413482.92\n",
       "\n",
       "_C37: ShipmentAmount_Buenaventura_Port_of_Gothenburg\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg >= 1099678.93\n",
       "\n",
       "_C38: ShipmentAmount_Buenaventura_Port_of_Latakia\n",
       " + ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Latakia >= 11970\n",
       "\n",
       "_C39: ShipmentAmount_Buenaventura_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Penang_Port_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung >= 5584087.74\n",
       "\n",
       "_C40: ShipmentAmount_Buenaventura_Port_of_Bangkok\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok >= 20849268.51\n",
       "\n",
       "_C41: ShipmentAmount_Buenaventura_Port_of_Mersin\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mersin >= 9017750.28\n",
       "\n",
       "_C42: ShipmentAmount_Buenaventura_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali >= 264810\n",
       "\n",
       "_C43: ShipmentAmount_Buenaventura_Port_of_Immingham\n",
       " + ShipmentAmount_Penang_Port_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Immingham >= 9106539.13\n",
       "\n",
       "_C44: ShipmentAmount_Buenaventura_Port_of_New_York\n",
       " + ShipmentAmount_Penang_Port_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_New_York >= 51496957.24\n",
       "\n",
       "_C45: ShipmentAmount_Buenaventura_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Penang_Port_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles >= 20905903.45\n",
       "\n",
       "_C46: ShipmentAmount_Buenaventura_Port_of_Hodeidah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah >= 2100\n",
       "\n",
       "VARIABLES\n",
       "ShipmentAmount_Buenaventura_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Busan Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Doha Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Durban Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Mina Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_New_York Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Santos Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Busan Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Durban Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mina Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_New_York Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Santos Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Vienna Continuous"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Constraints\n",
    "for j in demand_points:\n",
    "    prob += sum(X[i][j] for i in supply_points) >= plastic_demand[j]\n",
    "    \n",
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Transportation:\n",
       "MINIMIZE\n",
       "8033.0*ShipmentAmount_Buenaventura_Port_of_Alexandria + 5930.0*ShipmentAmount_Buenaventura_Port_of_Algeciras + 7162.0*ShipmentAmount_Buenaventura_Port_of_Antwerp + 8509.0*ShipmentAmount_Buenaventura_Port_of_Aqaba + 11251.0*ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas + 10711.0*ShipmentAmount_Buenaventura_Port_of_Bangkok + 8130.0*ShipmentAmount_Buenaventura_Port_of_Beirut + 9197.0*ShipmentAmount_Buenaventura_Port_of_Bratislava + 9095.0*ShipmentAmount_Buenaventura_Port_of_Budapest + 8250.0*ShipmentAmount_Buenaventura_Port_of_Busan + 11494.0*ShipmentAmount_Buenaventura_Port_of_Doha + 9424.0*ShipmentAmount_Buenaventura_Port_of_Durban + 6743.0*ShipmentAmount_Buenaventura_Port_of_Gaza + 8247.0*ShipmentAmount_Buenaventura_Port_of_Gdansk + 7032.0*ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro + 7794.0*ShipmentAmount_Buenaventura_Port_of_Gothenburg + 8173.0*ShipmentAmount_Buenaventura_Port_of_Haifa + 7531.0*ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck + 7531.0*ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany + 10049.0*ShipmentAmount_Buenaventura_Port_of_Hedland + 9474.0*ShipmentAmount_Buenaventura_Port_of_Hodeidah + 7303.0*ShipmentAmount_Buenaventura_Port_of_Immingham + 11451.0*ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru + 11307.0*ShipmentAmount_Buenaventura_Port_of_Jebel_Ali + 8936.0*ShipmentAmount_Buenaventura_Port_of_Jeddah + 9114.0*ShipmentAmount_Buenaventura_Port_of_Kaohsiung + 11615.0*ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz + 8057.0*ShipmentAmount_Buenaventura_Port_of_Latakia + 3669.0*ShipmentAmount_Buenaventura_Port_of_Los_Angeles + 2178.0*ShipmentAmount_Buenaventura_Port_of_Manzanillo + 6708.0*ShipmentAmount_Buenaventura_Port_of_Marseille + 8032.0*ShipmentAmount_Buenaventura_Port_of_Mersin + 11561.0*ShipmentAmount_Buenaventura_Port_of_Mina + 4387.0*ShipmentAmount_Buenaventura_Port_of_Montreal + 7977.0*ShipmentAmount_Buenaventura_Port_of_Nagoya + 2743.0*ShipmentAmount_Buenaventura_Port_of_New_York + 7610.0*ShipmentAmount_Buenaventura_Port_of_Newcastle + 7253.0*ShipmentAmount_Buenaventura_Port_of_Rotterdam + 10308.0*ShipmentAmount_Buenaventura_Port_of_Salalah + 5729.0*ShipmentAmount_Buenaventura_Port_of_Santos + 8689.0*ShipmentAmount_Buenaventura_Port_of_Shanghai + 11788.0*ShipmentAmount_Buenaventura_Port_of_Shuwaikh + 10635.0*ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok + 11832.0*ShipmentAmount_Buenaventura_Port_of_Umm_Qasr + 4988.0*ShipmentAmount_Buenaventura_Port_of_Vancouver + 9209.0*ShipmentAmount_Buenaventura_Port_of_Vienna + 5340.0*ShipmentAmount_Penang_Port_Port_of_Alexandria + 7321.0*ShipmentAmount_Penang_Port_Port_of_Algeciras + 8882.0*ShipmentAmount_Penang_Port_Port_of_Antwerp + 4886.0*ShipmentAmount_Penang_Port_Port_of_Aqaba + 3532.0*ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas + 1246.0*ShipmentAmount_Penang_Port_Port_of_Bangkok + 5359.0*ShipmentAmount_Penang_Port_Port_of_Beirut + 7407.0*ShipmentAmount_Penang_Port_Port_of_Bratislava + 7305.0*ShipmentAmount_Penang_Port_Port_of_Budapest + 3542.0*ShipmentAmount_Penang_Port_Port_of_Busan + 3788.0*ShipmentAmount_Penang_Port_Port_of_Doha + 5695.0*ShipmentAmount_Penang_Port_Port_of_Durban + 5210.0*ShipmentAmount_Penang_Port_Port_of_Gaza + 9970.0*ShipmentAmount_Penang_Port_Port_of_Gdansk + 6310.0*ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro + 9517.0*ShipmentAmount_Penang_Port_Port_of_Gothenburg + 5310.0*ShipmentAmount_Penang_Port_Port_of_Haifa + 9251.0*ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck + 9251.0*ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany + 2565.0*ShipmentAmount_Penang_Port_Port_of_Hedland + 3777.0*ShipmentAmount_Penang_Port_Port_of_Hodeidah + 9024.0*ShipmentAmount_Penang_Port_Port_of_Immingham + 2268.0*ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru + 3601.0*ShipmentAmount_Penang_Port_Port_of_Jebel_Ali + 4315.0*ShipmentAmount_Penang_Port_Port_of_Jeddah + 2461.0*ShipmentAmount_Penang_Port_Port_of_Kaohsiung + 3896.0*ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz + 5525.0*ShipmentAmount_Penang_Port_Port_of_Latakia + 8035.0*ShipmentAmount_Penang_Port_Port_of_Los_Angeles + 9149.0*ShipmentAmount_Penang_Port_Port_of_Manzanillo + 7024.0*ShipmentAmount_Penang_Port_Port_of_Marseille + 5520.0*ShipmentAmount_Penang_Port_Port_of_Mersin + 3856.0*ShipmentAmount_Penang_Port_Port_of_Mina + 9839.0*ShipmentAmount_Penang_Port_Port_of_Montreal + 3903.0*ShipmentAmount_Penang_Port_Port_of_Nagoya + 9024.0*ShipmentAmount_Penang_Port_Port_of_New_York + 5076.0*ShipmentAmount_Penang_Port_Port_of_Newcastle + 8973.0*ShipmentAmount_Penang_Port_Port_of_Rotterdam + 3245.0*ShipmentAmount_Penang_Port_Port_of_Salalah + 10534.0*ShipmentAmount_Penang_Port_Port_of_Santos + 3025.0*ShipmentAmount_Penang_Port_Port_of_Shanghai + 4069.0*ShipmentAmount_Penang_Port_Port_of_Shuwaikh + 950.0*ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok + 4113.0*ShipmentAmount_Penang_Port_Port_of_Umm_Qasr + 7359.0*ShipmentAmount_Penang_Port_Port_of_Vancouver + 7419.0*ShipmentAmount_Penang_Port_Port_of_Vienna + 2103.0*ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras + 3665.0*ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp + 598.0*ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba + 3340.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas + 6585.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok + 427.0*ShipmentAmount_Port_of_Alexandria_Port_of_Beirut + 2150.0*ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava + 2047.0*ShipmentAmount_Port_of_Alexandria_Port_of_Budapest + 8882.0*ShipmentAmount_Port_of_Alexandria_Port_of_Busan + 3583.0*ShipmentAmount_Port_of_Alexandria_Port_of_Doha + 5347.0*ShipmentAmount_Port_of_Alexandria_Port_of_Durban + 242.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gaza + 4750.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk + 1092.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro + 4298.0*ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg + 370.0*ShipmentAmount_Port_of_Alexandria_Port_of_Haifa + 4033.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck + 4034.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany + 7404.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hedland + 1563.0*ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah + 3806.0*ShipmentAmount_Port_of_Alexandria_Port_of_Immingham + 3540.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru + 3396.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali + 1024.0*ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah + 7800.0*ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung + 3704.0*ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz + 571.0*ShipmentAmount_Port_of_Alexandria_Port_of_Latakia + 11025.0*ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles + 9534.0*ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo + 1805.0*ShipmentAmount_Port_of_Alexandria_Port_of_Marseille + 546.0*ShipmentAmount_Port_of_Alexandria_Port_of_Mersin + 3650.0*ShipmentAmount_Port_of_Alexandria_Port_of_Mina + 6196.0*ShipmentAmount_Port_of_Alexandria_Port_of_Montreal + 9243.0*ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya + 5618.0*ShipmentAmount_Port_of_Alexandria_Port_of_New_York + 9914.0*ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle + 3756.0*ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam + 2397.0*ShipmentAmount_Port_of_Alexandria_Port_of_Salalah + 7529.0*ShipmentAmount_Port_of_Alexandria_Port_of_Santos + 8365.0*ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai + 3877.0*ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh + 6030.0*ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok + 3921.0*ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr + 12322.0*ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver + 2163.0*ShipmentAmount_Port_of_Alexandria_Port_of_Vienna + 2103.0*ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria + 1561.0*ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp + 2579.0*ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba + 5321.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas + 8567.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok + 2200.0*ShipmentAmount_Port_of_Algeciras_Port_of_Beirut + 3267.0*ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava + 3165.0*ShipmentAmount_Port_of_Algeciras_Port_of_Budapest + 10863.0*ShipmentAmount_Port_of_Algeciras_Port_of_Busan + 5564.0*ShipmentAmount_Port_of_Algeciras_Port_of_Doha + 6834.0*ShipmentAmount_Port_of_Algeciras_Port_of_Durban + 2004.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gaza + 2649.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk + 1102.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro + 2195.0*ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg + 2242.0*ShipmentAmount_Port_of_Algeciras_Port_of_Haifa + 1929.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck + 1929.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany + 9385.0*ShipmentAmount_Port_of_Algeciras_Port_of_Hedland 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173.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas + 4847.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok + 3415.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut + 5463.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava + 5360.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest + 7143.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan + 187.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha + 4572.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban + 2975.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza + 8025.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk + 4366.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro + 7573.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg + 3366.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa + 7306.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck + 7306.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany + 5779.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland + 1832.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah + 7080.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham + 1335.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru + 2371.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah + 6063.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung + 389.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz + 3580.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia + 11116.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles + 12790.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo + 5080.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille + 3576.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin + 327.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina + 9470.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal + 7505.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya + 8918.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York + 8290.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle + 7029.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam + 999.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah + 9407.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos + 6627.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai + 562.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh + 4405.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok + 606.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr + 10440.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver + 5475.0*ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna + 1024.0*ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria + 3006.0*ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras + 4567.0*ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp + 571.0*ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba + 2315.0*ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas + 5561.0*ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok + 1044.0*ShipmentAmount_Port_of_Jeddah_Port_of_Beirut + 3092.0*ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava + 2989.0*ShipmentAmount_Port_of_Jeddah_Port_of_Budapest + 7857.0*ShipmentAmount_Port_of_Jeddah_Port_of_Busan + 2558.0*ShipmentAmount_Port_of_Jeddah_Port_of_Doha + 4323.0*ShipmentAmount_Port_of_Jeddah_Port_of_Durban + 828.0*ShipmentAmount_Port_of_Jeddah_Port_of_Gaza + 5654.0*ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk + 1994.0*ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro + 5200.0*ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg + 995.0*ShipmentAmount_Port_of_Jeddah_Port_of_Haifa + 4935.0*ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck + 4935.0*ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany + 6379.0*ShipmentAmount_Port_of_Jeddah_Port_of_Hedland + 539.0*ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah + 4708.0*ShipmentAmount_Port_of_Jeddah_Port_of_Immingham + 2515.0*ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru + 2371.0*ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali + 6775.0*ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung + 2680.0*ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz + 1209.0*ShipmentAmount_Port_of_Jeddah_Port_of_Latakia + 11927.0*ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles + 10419.0*ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo + 2709.0*ShipmentAmount_Port_of_Jeddah_Port_of_Marseille + 1205.0*ShipmentAmount_Port_of_Jeddah_Port_of_Mersin + 2626.0*ShipmentAmount_Port_of_Jeddah_Port_of_Mina + 7099.0*ShipmentAmount_Port_of_Jeddah_Port_of_Montreal + 8219.0*ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya + 6521.0*ShipmentAmount_Port_of_Jeddah_Port_of_New_York + 8890.0*ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle + 4658.0*ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam + 1372.0*ShipmentAmount_Port_of_Jeddah_Port_of_Salalah + 8432.0*ShipmentAmount_Port_of_Jeddah_Port_of_Santos + 7341.0*ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai + 2852.0*ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh + 5005.0*ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok + 2897.0*ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr + 13108.0*ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver + 3103.0*ShipmentAmount_Port_of_Jeddah_Port_of_Vienna + 3704.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria + 5685.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras + 7247.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp + 3250.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba + 365.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas + 5142.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok + 3724.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut + 5771.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava + 5669.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest + 7438.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan + 219.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha + 4878.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban + 3203.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza + 8334.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk + 4674.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro + 7879.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg + 3674.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa + 7615.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck + 7615.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany + 6074.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland + 2141.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah + 7388.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham + 1630.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru + 389.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali + 2680.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah + 6356.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung + 3889.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia + 11344.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles + 13099.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo + 5388.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille + 3885.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin + 108.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina + 9778.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal + 7800.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya + 9222.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York + 8585.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle + 7338.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam + 1307.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah + 9716.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos + 6922.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai + 203.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh + 4700.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok + 274.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr + 10668.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver + 5783.0*ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna + 5524.0*ShipmentAmount_Port_of_Lagos_Port_of_Alexandria + 3421.0*ShipmentAmount_Port_of_Lagos_Port_of_Algeciras + 4653.0*ShipmentAmount_Port_of_Lagos_Port_of_Antwerp + 6000.0*ShipmentAmount_Port_of_Lagos_Port_of_Aqaba + 8260.0*ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas + 10649.0*ShipmentAmount_Port_of_Lagos_Port_of_Bangkok + 5620.0*ShipmentAmount_Port_of_Lagos_Port_of_Beirut + 6688.0*ShipmentAmount_Port_of_Lagos_Port_of_Bratislava + 6586.0*ShipmentAmount_Port_of_Lagos_Port_of_Budapest + 12691.0*ShipmentAmount_Port_of_Lagos_Port_of_Busan + 8797.0*ShipmentAmount_Port_of_Lagos_Port_of_Doha + 3746.0*ShipmentAmount_Port_of_Lagos_Port_of_Durban + 5500.0*ShipmentAmount_Port_of_Lagos_Port_of_Gaza + 5740.0*ShipmentAmount_Port_of_Lagos_Port_of_Gdansk + 4523.0*ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro + 5287.0*ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg + 5662.0*ShipmentAmount_Port_of_Lagos_Port_of_Haifa + 5021.0*ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck + 5021.0*ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany + 9048.0*ShipmentAmount_Port_of_Lagos_Port_of_Hedland + 6965.0*ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah + 4794.0*ShipmentAmount_Port_of_Lagos_Port_of_Immingham + 8460.0*ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru + 8316.0*ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali + 6426.0*ShipmentAmount_Port_of_Lagos_Port_of_Jeddah + 11600.0*ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung + 8624.0*ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz + 5548.0*ShipmentAmount_Port_of_Lagos_Port_of_Latakia + 9001.0*ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles + 7506.0*ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo + 4198.0*ShipmentAmount_Port_of_Lagos_Port_of_Marseille + 5523.0*ShipmentAmount_Port_of_Lagos_Port_of_Mersin + 8570.0*ShipmentAmount_Port_of_Lagos_Port_of_Mina + 7055.0*ShipmentAmount_Port_of_Lagos_Port_of_Montreal + 12403.0*ShipmentAmount_Port_of_Lagos_Port_of_Nagoya + 6516.0*ShipmentAmount_Port_of_Lagos_Port_of_New_York + 9819.0*ShipmentAmount_Port_of_Lagos_Port_of_Newcastle + 4744.0*ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam + 7317.0*ShipmentAmount_Port_of_Lagos_Port_of_Salalah + 4510.0*ShipmentAmount_Port_of_Lagos_Port_of_Santos + 12164.0*ShipmentAmount_Port_of_Lagos_Port_of_Shanghai + 8797.0*ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh + 9279.0*ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok + 8841.0*ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr + 10321.0*ShipmentAmount_Port_of_Lagos_Port_of_Vancouver + 6700.0*ShipmentAmount_Port_of_Lagos_Port_of_Vienna + 11025.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria + 8922.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras + 10154.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp + 11501.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba + 11057.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas + 7730.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok + 11122.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut + 12158.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava + 12056.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest + 5249.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan + 11279.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha + 12410.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban + 9280.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza + 11242.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk + 10024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro + 10789.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg + 11048.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa + 10522.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck + 10522.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany + 7885.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland + 12465.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah + 10295.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham + 10104.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru + 11116.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali + 11927.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah + 6129.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung + 11344.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz + 11049.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia + 1490.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo + 9700.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille + 11024.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin + 14552.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina + 7389.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal + 4992.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya + 5734.0*ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York + 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11320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro + 12082.0*ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg + 12461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Haifa + 11819.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck + 11819.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany + 7508.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hedland + 11270.0*ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah + 11591.0*ShipmentAmount_Port_of_Vancouver_Port_of_Immingham + 9428.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru + 10440.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali + 13108.0*ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah + 5419.0*ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung + 10668.0*ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz + 12345.0*ShipmentAmount_Port_of_Vancouver_Port_of_Latakia + 1319.0*ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles + 2814.0*ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo + 10996.0*ShipmentAmount_Port_of_Vancouver_Port_of_Marseille + 12320.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mersin + 15871.0*ShipmentAmount_Port_of_Vancouver_Port_of_Mina + 8708.0*ShipmentAmount_Port_of_Vancouver_Port_of_Montreal + 4321.0*ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya + 7051.0*ShipmentAmount_Port_of_Vancouver_Port_of_New_York + 6731.0*ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle + 11541.0*ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam + 10461.0*ShipmentAmount_Port_of_Vancouver_Port_of_Salalah + 8403.0*ShipmentAmount_Port_of_Vancouver_Port_of_Santos + 4956.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai + 10828.0*ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh + 7279.0*ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok + 10848.0*ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr + 13490.0*ShipmentAmount_Port_of_Vancouver_Port_of_Vienna + 0.0\n",
       "SUBJECT TO\n",
       "_C1: ShipmentAmount_Buenaventura_Port_of_Newcastle\n",
       " + ShipmentAmount_Penang_Port_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle >= 1836916.4\n",
       "\n",
       "_C2: ShipmentAmount_Buenaventura_Port_of_Hedland\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hedland >= 10483669.43\n",
       "\n",
       "_C3: ShipmentAmount_Buenaventura_Port_of_Vienna\n",
       " + ShipmentAmount_Penang_Port_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Vienna\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Vienna >= 644911.8\n",
       "\n",
       "_C4: ShipmentAmount_Buenaventura_Port_of_Mina\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mina >= 1879080\n",
       "\n",
       "_C5: ShipmentAmount_Buenaventura_Port_of_Antwerp\n",
       " + ShipmentAmount_Penang_Port_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp >= 3539318.59\n",
       "\n",
       "_C6: ShipmentAmount_Buenaventura_Port_of_Santos\n",
       " + ShipmentAmount_Penang_Port_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Santos >= 390810\n",
       "\n",
       "_C7: ShipmentAmount_Buenaventura_Port_of_Montreal\n",
       " + ShipmentAmount_Penang_Port_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Montreal >= 5879772.89\n",
       "\n",
       "_C8: ShipmentAmount_Buenaventura_Port_of_Vancouver\n",
       " + ShipmentAmount_Penang_Port_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver >= 1371830.8\n",
       "\n",
       "_C9: ShipmentAmount_Buenaventura_Port_of_Shanghai\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai >= 43094265.71\n",
       "\n",
       "_C10: ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck >= 12214338.7\n",
       "\n",
       "_C11: ShipmentAmount_Buenaventura_Port_of_Alexandria\n",
       " + ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria >= 49140\n",
       "\n",
       "_C12: ShipmentAmount_Buenaventura_Port_of_Marseille\n",
       " + ShipmentAmount_Penang_Port_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Marseille >= 15997815.64\n",
       "\n",
       "_C13: ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany >= 19755457.91\n",
       "\n",
       "_C14: ShipmentAmount_Buenaventura_Port_of_Budapest\n",
       " + ShipmentAmount_Penang_Port_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Budapest >= 2248890\n",
       "\n",
       "_C15: ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru >= 60676592.4\n",
       "\n",
       "_C16: ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok >= 9150002.36\n",
       "\n",
       "_C17: ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas >= 163590\n",
       "\n",
       "_C18: ShipmentAmount_Buenaventura_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr >= 10920\n",
       "\n",
       "_C19: ShipmentAmount_Buenaventura_Port_of_Haifa\n",
       " + ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Haifa >= 1890\n",
       "\n",
       "_C20: ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro >= 2183770.35\n",
       "\n",
       "_C21: ShipmentAmount_Buenaventura_Port_of_Nagoya\n",
       " + ShipmentAmount_Penang_Port_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya >= 95804686.59\n",
       "\n",
       "_C22: ShipmentAmount_Buenaventura_Port_of_Aqaba\n",
       " + ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba >= 2055060\n",
       "\n",
       "_C23: ShipmentAmount_Buenaventura_Port_of_Busan\n",
       " + ShipmentAmount_Penang_Port_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Busan >= 69461024.66\n",
       "\n",
       "_C24: ShipmentAmount_Buenaventura_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh >= 3406764.93\n",
       "\n",
       "_C25: ShipmentAmount_Buenaventura_Port_of_Beirut\n",
       " + ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Beirut >= 30240\n",
       "\n",
       "_C26: ShipmentAmount_Buenaventura_Port_of_Manzanillo\n",
       " + ShipmentAmount_Penang_Port_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo >= 3304560\n",
       "\n",
       "_C27: ShipmentAmount_Buenaventura_Port_of_Rotterdam\n",
       " + ShipmentAmount_Penang_Port_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam >= 1082857.27\n",
       "\n",
       "_C28: ShipmentAmount_Buenaventura_Port_of_Salalah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Salalah >= 210\n",
       "\n",
       "_C29: ShipmentAmount_Buenaventura_Port_of_Gaza\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gaza >= 0\n",
       "\n",
       "_C30: ShipmentAmount_Buenaventura_Port_of_Gdansk\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk >= 1608748.35\n",
       "\n",
       "_C31: ShipmentAmount_Buenaventura_Port_of_Doha\n",
       " + ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Doha >= 3377010\n",
       "\n",
       "_C32: ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz >= 4663931.38\n",
       "\n",
       "_C33: ShipmentAmount_Buenaventura_Port_of_Jeddah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah >= 1608768.62\n",
       "\n",
       "_C34: ShipmentAmount_Buenaventura_Port_of_Bratislava\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava >= 6011319.58\n",
       "\n",
       "_C35: ShipmentAmount_Buenaventura_Port_of_Durban\n",
       " + ShipmentAmount_Penang_Port_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Durban >= 1494150\n",
       "\n",
       "_C36: ShipmentAmount_Buenaventura_Port_of_Algeciras\n",
       " + ShipmentAmount_Penang_Port_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras >= 10413482.92\n",
       "\n",
       "_C37: ShipmentAmount_Buenaventura_Port_of_Gothenburg\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg >= 1099678.93\n",
       "\n",
       "_C38: ShipmentAmount_Buenaventura_Port_of_Latakia\n",
       " + ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Latakia >= 11970\n",
       "\n",
       "_C39: ShipmentAmount_Buenaventura_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Penang_Port_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung >= 5584087.74\n",
       "\n",
       "_C40: ShipmentAmount_Buenaventura_Port_of_Bangkok\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok >= 20849268.51\n",
       "\n",
       "_C41: ShipmentAmount_Buenaventura_Port_of_Mersin\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mersin >= 9017750.28\n",
       "\n",
       "_C42: ShipmentAmount_Buenaventura_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali >= 264810\n",
       "\n",
       "_C43: ShipmentAmount_Buenaventura_Port_of_Immingham\n",
       " + ShipmentAmount_Penang_Port_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Immingham >= 9106539.13\n",
       "\n",
       "_C44: ShipmentAmount_Buenaventura_Port_of_New_York\n",
       " + ShipmentAmount_Penang_Port_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_New_York >= 51496957.24\n",
       "\n",
       "_C45: ShipmentAmount_Buenaventura_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Penang_Port_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles >= 20905903.45\n",
       "\n",
       "_C46: ShipmentAmount_Buenaventura_Port_of_Hodeidah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah >= 2100\n",
       "\n",
       "_C47: ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna = 3484952.6435\n",
       "\n",
       "_C48: ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Antwerp_Port_of_Vienna = 3021067.502\n",
       "\n",
       "_C49: ShipmentAmount_Port_of_Santos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Santos_Port_of_Vienna = 7945692.0017\n",
       "\n",
       "_C50: ShipmentAmount_Port_of_Montreal_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Montreal_Port_of_Vienna = 1637839.3004\n",
       "\n",
       "_C51: ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Vancouver_Port_of_Vienna = 7771532.4984\n",
       "\n",
       "_C52: ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Shanghai_Port_of_Vienna = 234997919.661\n",
       "\n",
       "_C53: ShipmentAmount_Buenaventura_Port_of_Alexandria\n",
       " + ShipmentAmount_Buenaventura_Port_of_Algeciras\n",
       " + ShipmentAmount_Buenaventura_Port_of_Antwerp\n",
       " + ShipmentAmount_Buenaventura_Port_of_Aqaba\n",
       " + ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Buenaventura_Port_of_Bangkok\n",
       " + ShipmentAmount_Buenaventura_Port_of_Beirut\n",
       " + ShipmentAmount_Buenaventura_Port_of_Bratislava\n",
       " + ShipmentAmount_Buenaventura_Port_of_Budapest\n",
       " + ShipmentAmount_Buenaventura_Port_of_Busan\n",
       " + ShipmentAmount_Buenaventura_Port_of_Doha\n",
       " + ShipmentAmount_Buenaventura_Port_of_Durban\n",
       " + ShipmentAmount_Buenaventura_Port_of_Gaza\n",
       " + ShipmentAmount_Buenaventura_Port_of_Gdansk\n",
       " + ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Buenaventura_Port_of_Gothenburg\n",
       " + ShipmentAmount_Buenaventura_Port_of_Haifa\n",
       " + ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Buenaventura_Port_of_Hedland\n",
       " + ShipmentAmount_Buenaventura_Port_of_Hodeidah\n",
       " + ShipmentAmount_Buenaventura_Port_of_Immingham\n",
       " + ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Buenaventura_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Buenaventura_Port_of_Jeddah\n",
       " + ShipmentAmount_Buenaventura_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Buenaventura_Port_of_Latakia\n",
       " + ShipmentAmount_Buenaventura_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Buenaventura_Port_of_Manzanillo\n",
       " + ShipmentAmount_Buenaventura_Port_of_Marseille\n",
       " + ShipmentAmount_Buenaventura_Port_of_Mersin\n",
       " + ShipmentAmount_Buenaventura_Port_of_Mina\n",
       " + ShipmentAmount_Buenaventura_Port_of_Montreal\n",
       " + ShipmentAmount_Buenaventura_Port_of_Nagoya\n",
       " + ShipmentAmount_Buenaventura_Port_of_New_York\n",
       " + ShipmentAmount_Buenaventura_Port_of_Newcastle\n",
       " + ShipmentAmount_Buenaventura_Port_of_Rotterdam\n",
       " + ShipmentAmount_Buenaventura_Port_of_Salalah\n",
       " + ShipmentAmount_Buenaventura_Port_of_Santos\n",
       " + ShipmentAmount_Buenaventura_Port_of_Shanghai\n",
       " + ShipmentAmount_Buenaventura_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Buenaventura_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Buenaventura_Port_of_Vancouver\n",
       " + ShipmentAmount_Buenaventura_Port_of_Vienna = 2509165.8953\n",
       "\n",
       "_C54: ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Alexandria_Port_of_Vienna = 731840.0219\n",
       "\n",
       "_C55: ShipmentAmount_Port_of_Marseille_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Marseille_Port_of_Vienna = 6474235.9733\n",
       "\n",
       "_C56: ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna = 16669297.2185\n",
       "\n",
       "_C57: ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna = 10078880.5696\n",
       "\n",
       "_C58: ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna = 9565903.5174\n",
       "\n",
       "_C59: ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Nagoya_Port_of_Vienna = 13163659.9622\n",
       "\n",
       "_C60: ShipmentAmount_Port_of_Busan_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Busan_Port_of_Vienna = 44795024.7538\n",
       "\n",
       "_C61: ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna = 887965.8933\n",
       "\n",
       "_C62: ShipmentAmount_Penang_Port_Port_of_Alexandria\n",
       " + ShipmentAmount_Penang_Port_Port_of_Algeciras\n",
       " + ShipmentAmount_Penang_Port_Port_of_Antwerp\n",
       " + ShipmentAmount_Penang_Port_Port_of_Aqaba\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bangkok\n",
       " + ShipmentAmount_Penang_Port_Port_of_Beirut\n",
       " + ShipmentAmount_Penang_Port_Port_of_Bratislava\n",
       " + ShipmentAmount_Penang_Port_Port_of_Budapest\n",
       " + ShipmentAmount_Penang_Port_Port_of_Busan\n",
       " + ShipmentAmount_Penang_Port_Port_of_Doha\n",
       " + ShipmentAmount_Penang_Port_Port_of_Durban\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gaza\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gdansk\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Penang_Port_Port_of_Gothenburg\n",
       " + ShipmentAmount_Penang_Port_Port_of_Haifa\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hedland\n",
       " + ShipmentAmount_Penang_Port_Port_of_Hodeidah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Immingham\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Penang_Port_Port_of_Jeddah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Penang_Port_Port_of_Latakia\n",
       " + ShipmentAmount_Penang_Port_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Penang_Port_Port_of_Manzanillo\n",
       " + ShipmentAmount_Penang_Port_Port_of_Marseille\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mersin\n",
       " + ShipmentAmount_Penang_Port_Port_of_Mina\n",
       " + ShipmentAmount_Penang_Port_Port_of_Montreal\n",
       " + ShipmentAmount_Penang_Port_Port_of_Nagoya\n",
       " + ShipmentAmount_Penang_Port_Port_of_New_York\n",
       " + ShipmentAmount_Penang_Port_Port_of_Newcastle\n",
       " + ShipmentAmount_Penang_Port_Port_of_Rotterdam\n",
       " + ShipmentAmount_Penang_Port_Port_of_Salalah\n",
       " + ShipmentAmount_Penang_Port_Port_of_Santos\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shanghai\n",
       " + ShipmentAmount_Penang_Port_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Penang_Port_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Penang_Port_Port_of_Vancouver\n",
       " + ShipmentAmount_Penang_Port_Port_of_Vienna = 12318631.8073\n",
       "\n",
       "_C63: ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna = 6272914.5326\n",
       "\n",
       "_C64: ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna = 2745849.666\n",
       "\n",
       "_C65: ShipmentAmount_Port_of_Lagos_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Lagos_Port_of_Vienna = 243946.674\n",
       "\n",
       "_C66: ShipmentAmount_Port_of_Salalah_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Salalah_Port_of_Vienna = 665974.42\n",
       "\n",
       "_C67: ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Gdansk_Port_of_Vienna = 4350000.5481\n",
       "\n",
       "_C68: ShipmentAmount_Port_of_Doha_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Doha_Port_of_Vienna = 1775931.7866\n",
       "\n",
       "_C69: ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna = 9520988.2609\n",
       "\n",
       "_C70: ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jeddah_Port_of_Vienna = 5352440.4517\n",
       "\n",
       "_C71: ShipmentAmount_Port_of_Singapore_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Singapore_Port_of_Vienna = 20157761.1392\n",
       "\n",
       "_C72: ShipmentAmount_Port_of_Durban_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Durban_Port_of_Vienna = 1219733.3699\n",
       "\n",
       "_C73: ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Algeciras_Port_of_Vienna = 5144723.8347\n",
       "\n",
       "_C74: ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Bangkok_Port_of_Vienna = 19037885.5204\n",
       "\n",
       "_C75: ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna = 3995846.5198\n",
       "\n",
       "_C76: ShipmentAmount_Port_of_Immingham_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Immingham_Port_of_Vienna = 5051019.5284\n",
       "\n",
       "_C77: ShipmentAmount_Port_of_New_York_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_New_York_Port_of_Vienna = 27723150.5426\n",
       "\n",
       "_C78: ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna = 19323708.4517\n",
       "\n",
       "_C79: ShipmentAmount_Port_of_Saigon_Port_of_Alexandria\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Algeciras\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Antwerp\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Aqaba\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bangkok\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Beirut\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Bratislava\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Budapest\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Busan\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Doha\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Durban\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gaza\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gdansk\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Haifa\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hedland\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Immingham\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Jeddah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Latakia\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Marseille\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mersin\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Mina\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Montreal\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Nagoya\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_New_York\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Newcastle\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Salalah\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Santos\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shanghai\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Vancouver\n",
       " + ShipmentAmount_Port_of_Saigon_Port_of_Vienna = 5599378.0942\n",
       "\n",
       "VARIABLES\n",
       "ShipmentAmount_Buenaventura_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Busan Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Doha Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Durban Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Mina Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_New_York Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Santos Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Buenaventura_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Busan Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Doha Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Durban Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Mina Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_New_York Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Santos Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Penang_Port_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Alexandria_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Algeciras_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Antwerp_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Bangkok_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Busan_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Doha_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Durban_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Gdansk_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Immingham_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Jeddah_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Lagos_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Los_Angeles_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Manzanillo_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Marseille_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Montreal_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Nagoya_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_New_York_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Rotterdam_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Saigon_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Salalah_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Santos_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Shanghai_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Shuwaikh_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Singapore_Port_of_Vienna Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Alexandria Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Algeciras Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Antwerp Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Aqaba Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bandar_Abbas Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bangkok Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Beirut Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Bratislava Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Budapest Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Busan Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Doha Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Durban Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gaza Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gdansk Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gioia_Tauro Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Gothenburg Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Haifa Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Czeck Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hamburg_Germany Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hedland Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Hodeidah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Immingham Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jawaharlal_Nehru Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jebel_Ali Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Jeddah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Kaohsiung Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_King_Abdul_Aziz Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Latakia Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Los_Angeles Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Manzanillo Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Marseille Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mersin Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Mina Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Montreal Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Nagoya Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_New_York Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Newcastle Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Rotterdam Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Salalah Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Santos Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shanghai Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Shuwaikh Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Tanjung_Priok Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Umm_Qasr Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver Continuous\n",
       "ShipmentAmount_Port_of_Vancouver_Port_of_Vienna Continuous"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# Constraints\n",
    "for i in supply_points:\n",
    "    prob += sum(X[i][j] for j in demand_points) == plastic_supply[i]\n",
    "prob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Status: Optimal\n",
      "ShipmentAmount_Buenaventura_Port_of_New_York = 2509165.9\n",
      "ShipmentAmount_Penang_Port_Port_of_Antwerp = 141199.26\n",
      "ShipmentAmount_Penang_Port_Port_of_Aqaba = 2055060.0\n",
      "ShipmentAmount_Penang_Port_Port_of_Beirut = 30240.0\n",
      "ShipmentAmount_Penang_Port_Port_of_Bratislava = 3271036.7\n",
      "ShipmentAmount_Penang_Port_Port_of_Haifa = 1890.0\n",
      "ShipmentAmount_Penang_Port_Port_of_Jeddah = 1608768.6\n",
      "ShipmentAmount_Penang_Port_Port_of_Mersin = 5210437.2\n",
      "ShipmentAmount_Port_of_Alexandria_Port_of_Alexandria = 49140.0\n",
      "ShipmentAmount_Port_of_Alexandria_Port_of_Budapest = 682700.02\n",
      "ShipmentAmount_Port_of_Algeciras_Port_of_Hamburg_Germany = 5144723.8\n",
      "ShipmentAmount_Port_of_Antwerp_Port_of_Antwerp = 3021067.5\n",
      "ShipmentAmount_Port_of_Bangkok_Port_of_Bangkok = 19037886.0\n",
      "ShipmentAmount_Port_of_Buenos_Aires_Port_of_Immingham = 3484952.6\n",
      "ShipmentAmount_Port_of_Busan_Port_of_Busan = 44795025.0\n",
      "ShipmentAmount_Port_of_Doha_Port_of_Doha = 1775931.8\n",
      "ShipmentAmount_Port_of_Durban_Port_of_Durban = 1219733.4\n",
      "ShipmentAmount_Port_of_Gdansk_Port_of_Gdansk = 1608748.3\n",
      "ShipmentAmount_Port_of_Gdansk_Port_of_Gothenburg = 1099678.9\n",
      "ShipmentAmount_Port_of_Gdansk_Port_of_Hamburg_Germany = 1641573.3\n",
      "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Gioia_Tauro = 2183770.4\n",
      "ShipmentAmount_Port_of_Gioia_Tauro_Port_of_Marseille = 7382133.2\n",
      "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Czeck = 12214339.0\n",
      "ShipmentAmount_Port_of_Hamburg_Germany_Port_of_Hamburg_Germany = 4454958.5\n",
      "ShipmentAmount_Port_of_Immingham_Port_of_Immingham = 5051019.5\n",
      "ShipmentAmount_Port_of_Jawaharlal_Nehru_Port_of_Jawaharlal_Nehru = 10078881.0\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bandar_Abbas = 163590.0\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Bratislava = 2400346.2\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Doha = 1152820.4\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Hodeidah = 2100.0\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Jebel_Ali = 264810.0\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Latakia = 11970.0\n",
      "ShipmentAmount_Port_of_Jebel_Ali_Port_of_Salalah = 210.0\n",
      "ShipmentAmount_Port_of_Jeddah_Port_of_Budapest = 1566190.0\n",
      "ShipmentAmount_Port_of_Jeddah_Port_of_Mersin = 3141338.7\n",
      "ShipmentAmount_Port_of_Jeddah_Port_of_Vienna = 644911.8\n",
      "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Doha = 448257.84\n",
      "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_King_Abdul_Aziz = 4663931.4\n",
      "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Mina = 1879080.0\n",
      "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Shuwaikh = 2518799.0\n",
      "ShipmentAmount_Port_of_King_Abdul_Aziz_Port_of_Umm_Qasr = 10920.0\n",
      "ShipmentAmount_Port_of_Lagos_Port_of_Hamburg_Germany = 243946.67\n",
      "ShipmentAmount_Port_of_Los_Angeles_Port_of_Los_Angeles = 15306525.0\n",
      "ShipmentAmount_Port_of_Los_Angeles_Port_of_Manzanillo = 3304560.0\n",
      "ShipmentAmount_Port_of_Los_Angeles_Port_of_New_York = 712623.1\n",
      "ShipmentAmount_Port_of_Manzanillo_Port_of_New_York = 6272914.5\n",
      "ShipmentAmount_Port_of_Marseille_Port_of_Marseille = 6474236.0\n",
      "ShipmentAmount_Port_of_Montreal_Port_of_Montreal = 1637839.3\n",
      "ShipmentAmount_Port_of_Nagoya_Port_of_Nagoya = 13163660.0\n",
      "ShipmentAmount_Port_of_New_York_Port_of_New_York = 27723151.0\n",
      "ShipmentAmount_Port_of_Rotterdam_Port_of_Hamburg_Germany = 1662992.4\n",
      "ShipmentAmount_Port_of_Rotterdam_Port_of_Rotterdam = 1082857.3\n",
      "ShipmentAmount_Port_of_Saigon_Port_of_Los_Angeles = 5599378.1\n",
      "ShipmentAmount_Port_of_Salalah_Port_of_Mersin = 665974.42\n",
      "ShipmentAmount_Port_of_Santos_Port_of_Antwerp = 377051.82\n",
      "ShipmentAmount_Port_of_Santos_Port_of_Hamburg_Germany = 6607263.2\n",
      "ShipmentAmount_Port_of_Santos_Port_of_Immingham = 570566.96\n",
      "ShipmentAmount_Port_of_Santos_Port_of_Santos = 390810.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Algeciras = 10413483.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Bangkok = 1811383.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Bratislava = 339936.69\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Busan = 24666000.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Durban = 274416.63\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Hedland = 10483669.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Jawaharlal_Nehru = 32581397.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Kaohsiung = 5584087.7\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Montreal = 4241933.6\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Nagoya = 82641027.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_New_York = 7879401.5\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Newcastle = 1836916.4\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Shanghai = 43094266.0\n",
      "ShipmentAmount_Port_of_Shanghai_Port_of_Tanjung_Priok = 9150002.4\n",
      "ShipmentAmount_Port_of_Shuwaikh_Port_of_Shuwaikh = 887965.89\n",
      "ShipmentAmount_Port_of_Singapore_Port_of_Jawaharlal_Nehru = 18016315.0\n",
      "ShipmentAmount_Port_of_Singapore_Port_of_Marseille = 2141446.5\n",
      "ShipmentAmount_Port_of_Vancouver_Port_of_New_York = 6399701.7\n",
      "ShipmentAmount_Port_of_Vancouver_Port_of_Vancouver = 1371830.8\n",
      "Total kilogram_miles = 951224417411.5499\n"
     ]
    }
   ],
   "source": [
    "prob.solve()\n",
    "\n",
    "print(\"Status:\", LpStatus[prob.status])\n",
    "\n",
    "for v in prob.variables():\n",
    "    if v.varValue > 0:\n",
    "        print(v.name, \"=\", v.varValue)\n",
    "\n",
    "print(\"Total kilogram_miles =\", value(prob.objective))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
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